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ORCIDIJCNN 2012: Brisbane, Australia
- The 2012 International Joint Conference on Neural Networks (IJCNN), Brisbane, Australia, June 10-15, 2012. IEEE 2012, ISBN 978-1-4673-1488-6
- Anurag Mishra
, Amita Goel, Rampal Singh, Girija Chetty, Lavneet Singh:
A novel image watermarking scheme using Extreme Learning Machine. 1-6 - Celso André Rodrigues de Sousa:
Analysis of the backpropagation algorithm using linear algebra. 1-8 - Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano, Aldric T. Negrier, Eusebio Z. E. Conceicao:
Neural network PMV estimation for model-based predictive control of HVAC systems. 1-8 - Lech Szymanski, Brendan McCane:
Push-pull separability objective for supervised layer-wise training of neural networks. 1-8 - Carl Laufer, George G. Coghill:
Regularization for the kernel recursive least squares CMAC. 1-8 - Vaenthan Thiruvarudchelvan, Terry Bossomaier:
Towards realtime stance classification by spiking neural network. 1-8 - Huajin Tang, Qiang Yu, Kay Chen Tan:
Learning real-world stimuli by single-spike coding and tempotron rule. 1-6 - Levin Kuhlmann, Michael Hauser-Raspe, Jonathan H. Manton, David B. Grayden, Jonathan Tapson, André van Schaik:
Online learning in Bayesian Spiking Neurons. 1-6 - Paul W. Wright, Janet Wiles:
Learning transmission delays in spiking neural networks: A novel approach to sequence learning based on spike delay variance. 1-8 - Wei Wang, Bao-Gang Hu, Zengfu Wang:
Discriminating classes collapsing for Globality and Locality Preserving Projections. 1-8 - Lin Zhu, De-Shuang Huang:
A scalable rayleigh-ritz style method for large scale Canonical Correlation Analysis. 1-8 - Xiangping Sun, Jin Wang, Ronghua Chen, Mary Fenghua She, Lingxue Kong:
Multi-scale local pattern co-occurrence matrix for textural image classification. 1-7 - Leon C. Hardy, Dahai Liu, Daniel S. Levine:
Neurohydrodynamics as a heuristic mechanism for cognitive processes in decision-making. 1-10 - Amr S. Ghoneim, Daryl Leslie Essam:
A methodology for revealing and monitoring the strategies played by neural networks in mind games. 1-10 - Terry Bossomaier, Jason M. Traish, Fernand Gobet, Peter C. R. Lane:
Neuro-cognitive model of move location in the game of Go. 1-7 - Péricles B. C. de Miranda, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho, Carlos Soares:
Multi-objective optimization and Meta-learning for SVM parameter selection. 1-8 - Pavel Kordík, Ján Cerný:
On performance of meta-learning templates on different datasets. 1-7 - Wlodzislaw Duch, Norbert Jankowski, Tomasz Maszczyk:
Make it cheap: Learning with O(nd) complexity. 1-4 - Yanfei Kang:
Real-time change detection in time series based on growing feature quantization. 1-6 - Daniel F. Leite, Pyramo Costa Jr., Fernando A. C. Gomide:
Evolving granular neural network for fuzzy time series forecasting. 1-8 - Aranildo R. Lima, Alex J. Cannon, William W. Hsieh:
Downscaling temperature and precipitation using support vector regression with evolutionary strategy. 1-8 - Ming Gao, Xia Hong, Sheng Chen, Chris J. Harris:
Probability density function estimation based over-sampling for imbalanced two-class problems. 1-8 - Zhan Shi, Jinglu Hu:
Local linear discriminant analysis with composite kernel for face recognition. 1-5 - Ary Noviyanto, Aniati Murni Arymurthy:
Sleep stages classification based on temporal pattern recognition in neural network approach. 1-6 - Katsutoshi Saeki, Tatsuya Tatebe, Yoshifumi Sekine:
A study on CPG model transition swing and stance pattern with interstitial cells. 1-8 - Takashi Matsubara, Hiroyuki Torikai:
A generalized asynchronous digital spiking neuron: Theoretical analysis and compartmental model. 1-8 - Yutaro Yamashita, Hiroyuki Torikai:
Bursting analysis and synapse mechanism of a piece-wise constant spiking neuron model. 1-8 - Dong Huang, Cuntai Guan, Kai Keng Ang, Haihong Zhang, Yaozhang Pan:
Asymmetric Spatial Pattern for EEG-based emotion detection. 1-7 - Ehsan Lotfi, M.-R. Akbarzadeh-T.:
Supervised brain emotional learning. 1-6 - Nicolás Navarro-Guerrero, Robert J. Lowe, Stefan Wermter:
A neurocomputational amygdala model of auditory fear conditioning: A hybrid system approach. 1-8 - Mark Wildie, Murray Shanahan:
Hierarchical clustering identifies hub nodes in a model of resting-state brain activity. 1-6 - Manabu Shibasaki, Masaharu Adachi:
Response to external input of chaotic neural networks based on Newman-Watts model. 1-7 - David Bhowmik, Murray Shanahan:
How well do oscillator models capture the behaviour of biological neurons? 1-8 - Nhat-Quang Doan, Hanane Azzag, Mustapha Lebbah:
Growing Self-organizing Trees for knowledge discovery from data. 1-8 - Lei Meng, Ah-Hwee Tan:
Semi-supervised hierarchical clustering for personalized web image organization. 1-8 - Nicoleta Rogovschi, Lazhar Labiod, Mohamed Nadif:
A spectral algorithm for topographical Co-clustering. 1-6 - Milton Roberto Heinen, Paulo Martins Engel, Rafael C. Pinto:
Using a Gaussian mixture neural network for incremental learning and robotics. 1-8 - Chih-Lyang Hwang, June-Yun Huang:
Neural-network-based 3-D localization and inverse kinematics for target grasping of a humanoid robot by an active stereo vision system. 1-8 - Jason Kulk, James S. Welsh:
Measuring impacts using Support Vector Machines on a standing humanoid robot. 1-8 - Weibao Zou, Wai Yeung Yan, Ahmed Shaker:
Neural network based remote sensing image classification in urban area. 1-6 - Ashfaqur Rahman, Brijesh K. Verma, David R. Stockwell:
An hierarchical approach towards road image segmentation. 1-8 - Keisuke Takizawa, Seiya Takenouchi, Hisashi Aomori, Tsuyoshi Otake, Mamoru Tanaka, Ichiro Matsuda, Susumu Itoh:
Lossless image coding by cellular neural networks with backward error propagation learning. 1-6 - Abbas Khosravi, Saeid Nahavandi, Douglas C. Creighton, Reihaneh Naghavizadeh:
Uncertainty quantification for wind farm power generation. 1-6 - Naji Al-Messabi, Yun Li, Ibrahim El-Amin, Cindy Goh:
Forecasting of photovoltaic power yield using dynamic neural networks. 1-5 - Peng Kou, Feng Gao:
Sparse heteroscedastic Gaussian process for shortterm wind speed forecasting. 1-8 - Giansalvo Cirrincione, Humberto Henao, M. Delgado, Juan Antonio Ortega Redondo:
Bearing fault diagnosis by EXIN CCA. 1-7 - Ngoc Nam Nguyen, Chai Quek, Eng-Yeow Cheu:
Traffic prediction using a Generic Self-Evolving Takagi-Sugeno-Kang (GSETSK) fuzzy neural network. 1-7 - Lining Zhang, Lipo Wang, Weisi Lin:
Laplacian Regularized Subspace Learning for interactive image re-ranking. 1-5 - Roman Ilin, Robert Kozma:
Cognitively motivated learning of categorical data with Modeling Fields Theory. 1-8 - Dominique Béroule, Pascale Gisquet-Verrier:
Decision making guided by emotion. 1-8 - Daniel S. Levine:
I think therefore I feel: Possible neural mechanisms for knowledge-based pleasure. 1-5 - Fiona J. Buckingham, Keeley A. Crockett, Zuhair Bandar, James O'Shea, Kathleen M. MacQueen, Mario Chen:
Measuring human comprehension from nonverbal behaviour using Artificial Neural Networks. 1-8 - Ryotaro Kamimura:
Interaction of individually and collectively treated neurons for explicit class structure in self-organizing maps. 1-8 - Hansenclever de F. Bassani, Aluízio F. R. Araújo:
Dimension Selective Self-Organizing Maps for clustering high dimensional data. 1-8 - Romulo M. de Sousa, Roberto Célio Limão de Oliveira:
Optimization of Geodesic Self-Organizing Map. 1-8 - Tianrui Chen, Cong Wang:
Rapid isolation of small oscillation faults via deterministic learning. 1-8 - G. Sateesh Babu, Suresh Sundaram, B. S. Mahanand:
Alzheimer's disease detection using a Projection Based Learning Meta-cognitive RBF Network. 1-8 - Ladys Rodriguez, Luis A. Diago, Ichiro Hagiwara, Frédéric Magoulès:
Color reproduction by means of a Compactly Supported Radial Basis Function space mapping. 1-5 - Ashfaqur Rahman, Brijesh K. Verma:
Influence of unstable patterns in layered cluster oriented ensemble classifier. 1-8 - Yuanchun Zhu, Guyue Mi, Ying Tan:
Query based hybrid learning models for adaptively adjusting locality. 1-8 - Yong Liu:
New discoveries in balanced ensemble learning. 1-8 - Sepehr Jalali, Joo-Hwee Lim, Jo Yew Tham, Sim Heng Ong:
Clustering and use of spatial and frequency information in a biologically inspired approach to image classification. 1-8 - A. Ravishankar Rao, Youping Xiao:
A computational model of early visual cortex using konio-cellular pathway projections. 1-8 - Jing Wang, Chengan Guo:
Face recognition based on sparse representation and error correction SVM. 1-5 - Qiang Yu, Kay Chen Tan, Huajin Tang:
Pattern recognition computation in a spiking neural network with temporal encoding and learning. 1-7 - Ning Ning, Kejie Huang, Luping Shi:
Artificial neuron with somatic and axonal computation units: Mathematical and neuromorphic models of persistent firing neurons. 1-7 - Wenwen Wang, Budhitama Subagdja, Ah-Hwee Tan, Yuan-Sin Tan:
A self-organizing multi-memory system for autonomous agents. 1-8 - Afonso D. Ribas, Juan Gabriel Colonna, Carlos Mauricio S. Figueiredo, Eduardo Freire Nakamura:
Similarity clustering for data fusion in Wireless Sensor Networks using k-means. 1-7 - Noel Lopes, Bernardete Ribeiro, João Gonçalves:
Restricted Boltzmann Machines and Deep Belief Networks on multi-core processors. 1-7 - Ryo Ito, Yuta Nakayama, Toshimichi Saito:
Analysis and learning of periodic orbits in dynamic binary neural networks. 1-7 - Hansol Choi, Jun-Cheol Park, Jae Hyun Lim, Jae Young Jun, Dae-Shik Kim:
Reward hierarchical temporal memory. 1-7 - Michiel Boes, Damiano Oldoni, Bert De Coensel, Dick Botteldooren:
Attention-driven auditory stream segregation using a SOM coupled with an excitatory-inhibitory ANN. 1-8 - Baichuan Li, Michael R. Lyu, Irwin King:
Communities of Yahoo! Answers and Baidu Zhidao: Complementing or competing? 1-8 - Dumidu Wijayasekara, Milos Manic:
Visual, linguistic data mining using Self- Organizing Maps. 1-8 - Hadautho Roberto Barros da Silva, Paulo Jorge Leitão Adeodato:
A data mining approach for preventing undergraduate students retention. 1-8 - Ting Wu, Siyao Fu, Long Cheng, Rui Zheng, Xiuqing Wang, Xinkai Kuai, Guosheng Yang:
A simple probabilistic spiking neuron model with Hebbian learning rules. 1-6 - Kshitij Dhoble, Nuttapod Nuntalid, Giacomo Indiveri, Nikola K. Kasabov:
Online spatio-temporal pattern recognition with evolving spiking neural networks utilising address event representation, rank order, and temporal spike learning. 1-7 - Dmitri Yudanov, Leon Reznik:
Scalable multi-precision simulation of spiking neural networks on GPU with OpenCL. 1-8 - Alistair Shilton, Daniel T. H. Lai, Marimuthu Palaniswami:
The conic-segmentation support vector machine - a target space method for multiclass classification. 1-8 - Han-Tai Shiao, Vladimir Cherkassky:
Implementation and comparison of SVM-based Multi-Task Learning methods. 1-7 - Hiroyuki Funaya, Kazushi Ikeda:
A statistical analysis of soft-margin support vector machines for non-separable problems. 1-7 - Shuai Li, Sanfeng Chen, Y. Lou, B. Lu, Yongsheng Liang:
A recurrent neural network for inter-localization of mobile phones. 1-5 - Teresa García-Valverde, Alberto García-Sola, Juan A. Botía, Antonio Fernandez Gómez-Skarmeta:
Ubiquitous deployment configuration of indoor location services. 1-8 - Atsushi Hara, Yoichi Hayashi:
Ensemble neural network rule extraction using Re-RX algorithm. 1-6 - R. N. A. Prado, Jorge Dantas de Melo, J. A. N. Oliveira, Adrião Duarte Dória Neto:
FPGA based implementation of a Fuzzy Neural Network modular architecture for embedded systems. 1-7 - Renata C. B. Madeo, Sarajane Marques Peres, Clodoaldo Ap. M. Lima, Clodis Boscarioli:
Hybrid architecture for gesture recognition: Integrating fuzzy-connectionist and heuristic classifiers using fuzzy syntactical strategy. 1-8 - Chi Cheng, Wee Peng Tay, Guang-Bin Huang:
Extreme learning machines for intrusion detection. 1-8 - Piyasak Jeatrakul, Kok Wai Wong:
Enhancing classification performance of multi-class imbalanced data using the OAA-DB algorithm. 1-8 - Chih-Hui Chiu, Chun Chieh Chang, Ya-Fu Peng:
Implementation of human conveyance vehicle using model-free AORCMAC control strategy. 1-6 - Hao Quan, Dipti Srinivasan, Abbas Khosravi:
Construction of neural network-based prediction intervals using particle swarm optimization. 1-7 - Ching-Tsan Chiang, Yung-Sheng Lee, Xiao Ru Li, Chiung-Chou Liao:
A RSCMAC based forecasting for Solar Irradiance from local weather information. 1-7 - I-Hsum Li, Lian-Wang Lee, Wei-Yen Wang:
Hybrid adaptive control based on a Hopfield dynamic neural network for nonlinear dynamical systems. 1-8 - Badong Chen, Songlin Zhao, Sohan Seth, José C. Príncipe:
Online efficient learning with quantized KLMS and L1 regularization. 1-6 - Chris Lovell, Steve R. Gunn:
Towards improved theoretical problems for autonomous discovery. 1-8 - Ana L. C. Bazzan:
Coordinating many agents in stochastic games. 1-8 - Shuangyong Song, Qiudan Li, Xiaolong Zheng:
Detecting popular topics in micro-blogging based on a user interest-based model. 1-8 - Aida Araujo Ferreira, Teresa Bernarda Ludermir, Ronaldo R. B. de Aquino:
Comparing recurrent networks for time-series forecasting. 1-8 - Tong Liu, Yuhong Kang, Mohini Verma, Marius Orlowski:
Novel highly nonlinear memristive circuit elements for neural networks. 1-8 - Glenn D. Francis, Sandra R. Stein:
Prediction of histologic grade in breast cancer using an artificial neural network. 1-5 - Yozo Suzuki, Michimasa Kitahara, Masaki Kobayashi:
Rotor Associative Memory with a Periodic Activation Function. 1-8 - Feng Shu, Ah-Hwee Tan:
A biologically-inspired affective model based on cognitive situational appraisal. 1-8 - Msizi Khoza, Tshilidzi Marwala:
Computational intelligence techniques for modelling an economic system. 1-5 - Adham Atyabi, Sean P. Fitzgibbon, David M. W. Powers:
Biasing the overlapping and non-overlapping sub-windows of EEG recording. 1-6 - Tiago P. F. de Lima, Adenilton J. da Silva, Teresa Bernarda Ludermir:
Clustering and selection of neural networks using adaptive differential evolution. 1-7 - Ronaldo C. Prati:
Combining feature ranking algorithms through rank aggregation. 1-8 - Jonathan Masci, Ueli Meier, Dan C. Ciresan, Jürgen Schmidhuber, Gabriel Fricout:
Steel defect classification with Max-Pooling Convolutional Neural Networks. 1-6 - Andrea Flexeder, Matthias Putz, Thomas A. Runkler:
Support vector machines for program analysis. 1-8 - Joao Henrique F. Flores, Paulo Martins Engel, Rafael C. Pinto:
Autocorrelation and partial autocorrelation functions to improve neural networks models on univariate time series forecasting. 1-8 - Paulo Ricardo da Silva Soares, Ricardo Bastos Cavalcante Prudêncio:
Time Series Based Link Prediction. 1-7 - Hasan Ferdowsi, Deepthi L. Raja, Sarangapani Jagannathan:
A decentralized fault detection and prediction scheme for nonlinear interconnected continuous-time systems. 1-7 - Eri Sato-Shimokawara, Kazumasa Murakami, Yihsin Ho, Shin Ishiguro, Toru Yamaguchi:
Clustering action data based on amount of exercise for use-model based health care support. 1-6 - Upuli Gunasinghe, Sumith Matharage, Damminda Alahakoon:
A sequence based dynamic SOM model for text clustering. 1-8 - Udhay Ravishankar, Milos Manic:
The Adaptive Critic Learning Agent (ACLA) algorithm: Towards problem independent neural network based optimizers. 1-7 - Gonzalo Acuña, Cristián Ramírez, Millaray Curilem:
Comparing NARX and NARMAX models using ANN and SVM for cash demand forecasting for ATM. 1-6 - Leonardo Nascimento Ferreira, A. R. Pinto, Liang Zhao:
QK-Means: A clustering technique based on community detection and K-Means for deployment of cluster head nodes. 1-7 - Michael M. Li, William W. Guo, Brijesh K. Verma, Hong Lee:
A neural networks-based fitting to high energy stopping power data for heavy ions in solid matter. 1-6 - Shin-Ying Huang, Rua-Huan Tsaih:
The prediction approach with Growing Hierarchical Self-Organizing Map. 1-7 - Rakesh Chalasani, Goktug T. Cinar, José C. Príncipe:
Sequential causal estimation and learning from time-varying images. 1-5 - Yun Li, Li-Li Feng:
Integrating feature selection and Min-Max Modular SVM for powerful ensemble. 1-8 - Hiran Ganegedara, Damminda Alahakoon, John Mashford, Andrew P. Paplinski, Karsten Müller, Thomas Martin Deserno:
Self organising map based region of interest labelling for automated defect identification in large sewer pipe image collections. 1-8 - Mollah R. Alam, Kashem M. Muttaqi, Abdesselam Bouzerdoum:
A short length window-based method for islanding detection in distributed generation. 1-6 - Minghui Shi, Changle Zhou, Fei Chao, Min Jiang:
An algorithm for computing attribute reducts based on graph search strategy. 1-8 - Hossein Iranmanesh, Majid Abdollahzade, Arash Miranian, Ahmad Farmahini:
Wind power forecasting by a new local quadratic wavelet neural network. 1-7 - Jeffery Jonathan Davis, Robert Kozma:
Analysis of phase relationship in ECoG using Hilbert transform and information theoretic measures. 1-7 - Nikolas J. Hemion, Frank Joublin, Katharina J. Rohlfing:
Integration of sensorimotor mappings by making use of redundancies. 1-8 - Toshihiro Yoshida, Masafumi Matsuhara, Goutam Chakraborty, Hiroshi Mabuchi:
A novel ranking method of web search result using clustering and concordance count. 1-6 - Su-Yang Yu, Nils Y. Hammerla, Jeff Yan, Peter Andras:
A statistical aimbot detection method for online FPS games. 1-8 - Cameron Patterson, Francesco Galluppi, Alexander D. Rast, Steve B. Furber:
Visualising large-scale neural network models in real-time. 1-8 - Yuekai Wang, Xiaofeng Wu, Juyang Weng:
Skull-closed autonomous development: WWN-6 using natural video. 1-8 - Kirsty Kitto, Peter Bruza, Liane Gabora:
A quantum information retrieval approach to memory. 1-8 - Luca Mesin, Diego Alberto, Eros Pasero, Alberto Cabilli:
Control of coffee grinding with Artificial Neural Networks. 1-5 - Gregory Ditzler, Gail L. Rosen, Robi Polikar:
Transductive learning algorithms for nonstationary environments. 1-8 - Songlin Zhao, Badong Chen, José C. Príncipe:
An adaptive kernel width update for correntropy. 1-5 - Rodrigo F. B. de Brito, Adriano L. I. Oliveira:
A foreign exchange market trading system by combining GHSOM and SVR. 1-7 - Samuel Xavier de Souza, Francisco Ary Alves de Souza, Adrião Duarte Dória Neto:
Analysis of Multilayer Perceptron networks in the multicore era. 1-5 - Maria Vircíková, Martin Pala, Peter Smolar, Peter Sincak:
Neural approach for personalised emotional model in human-robot interaction. 1-8 - Rifai Chai, Sai-Ho Ling, Gregory P. Hunter, Hung T. Nguyen:
Mental non-motor imagery tasks classifications of brain computer interface for wheelchair commands using genetic algorithm-based neural network. 1-7 - Guilherme Palermo Coelho, Celso C. Barbante, Levy Boccato, Romis Ribeiro Faissol Attux, Jose R. Oliveira, Fernando J. Von Zuben:
Automatic feature selection for BCI: An analysis using the davies-bouldin index and extreme learning machines. 1-8 - Braveena K. Santhiranayagam, Daniel T. H. Lai, Cancan Jiang, Alistair Shilton, Rezaul K. Begg:
Automatic detection of different walking conditions using inertial sensor data. 1-6 - David D. Rowlands, L. Laakso, T. McNab, Daniel Arthur James:
Cloud based activity monitoring system for health and sport. 1-5 - Toni Stojanov, Lichao Xu, Sofia Suvorova, Ioanna Ioannou, Tharshan Vaithianathan:
Preliminary investigation of evaluating surgical performance using an IMU device. 1-8 - Harold Soh, Yiannis Demiris:
Iterative temporal learning and prediction with the sparse online echo state gaussian process. 1-8 - Arnaud Rachez, Masafumi Hagiwara:
Augmented Echo State Networks with a feature layer and a nonlinear readout. 1-8 - Oliver Obst, Martin A. Riedmiller:
Taming the reservoir: Feedforward training for recurrent neural networks. 1-7 - Shanqing Yu, Jing Zhou, Bing Li, Shingo Mabu, Kotaro Hirasawa:
Q value-based Dynamic Programming with SARSA Learning for real time route guidance in large scale road networks. 1-7 - Jae Young Lee, Jin Bae Park, Yoon Ho Choi:
Integral reinforcement learning with explorations for continuous-time nonlinear systems. 1-6 - Hunor Jakab, Lehel Csató:
Reinforcement learning with guided policy search using Gaussian processes. 1-8 - Wen-Shyong Yu:
Adaptive neural network tracking control of robotic systems. 1-8 - Chiu-Hsiung Chen, Chiung-Chou Liao, Ching-Tsan Chiang:
Adaptive neuro-wavelet control for the ship trajectory tracking problem. 1-6 - Qinglai Wei, Derong Liu:
Adaptive dynamic programming with stable value iteration algorithm for discrete-time nonlinear systems. 1-6 - Lech Szymanski, Brendan McCane:
Deep, super-narrow neural network is a universal classifier. 1-8 - Xinwei Jiang, Junbin Gao, Daming Shi, Tianjiang Wang:
Thin Plate Spline Latent Variable Models for dimensionality reduction. 1-8 - Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Low-cost volume estimation by two-view acquisitions: A computational intelligence approach. 1-8 - Petia Georgieva, Lyudmila Mihaylova, Nidhal Bouaynaya, Lakhmi C. Jain:
Particle filters and beamforming for EEG source estimation. 1-8 - Rongfeng Li, Beining Huang, Darun Tang, Wenxin Li:
Test sample size determination for biometric systems based on confidence elasticity. 1-7 - Darun Tang, Beining Huang, Rongfeng Li, Wenxin Li, Xiaoming Li:
Finger vein verification using Occurrence Probability Matrix (OPM). 1-8 - Ruggero Donida Labati, Angelo Genovese, Vincenzo Piuri, Fabio Scotti:
Quality measurement of unwrapped three-dimensional fingerprints: A neural networks approach. 1-8 - Li-Wen Chuang, Chyi-Yeu Lin, Angelo Cangelosi:
Learning of composite actions and visual categories via grounded linguistic instructions: Humanoid robot simulations. 1-8 - Wentao Huang, Zhengping Ji, Steven P. Brumby, Garrett T. Kenyon, Luís M. A. Bettencourt:
Development of invariant feature maps via a computational model of simple and complex cells. 1-7 - Wenjie Yan, Cornelius Weber, Stefan Wermter:
A neural approach for robot navigation based on cognitive map learning. 1-8 - Jilie Zhang, Huaguang Zhang, Yanhong Luo, Hongjing Liang:
Optimal control design for nonlinear systems: Adaptive dynamic programming based on fuzzy critic estimator. 1-6 - Zhen Ni, Haibo He, Dongbin Zhao, Danil V. Prokhorov:
Reinforcement learning control based on multi-goal representation using hierarchical heuristic dynamic programming. 1-8 - Qiming Zhao, Hao Xu, Sarangapani Jagannathan:
Adaptive dynamic programming-based state quantized networked control system without value and/or policy iterations. 1-7 - Ronaldo R. B. de Aquino, Hugo T. V. Gouveia, Milde M. S. Lira, Aida Araujo Ferreira, Otoni Nóbrega Neto, Manoel A. Carvalho:
Wind forecasting and wind power generation: Looking for the best model based on artificial intelligence. 1-8 - Biju Joseph Jacob, Eng-Yeow Cheu, Javan Tan, Chai Quek:
Self-reorganizing TSK fuzzy inference system with BCM theory of meta-plasticity. 1-8 - Nikolaos Kourentzes:
Data driven fitting sample selection for time series forecasting with neural networks. 1-8 - Jin Wang, Ronghua Chen, Xiangping Sun, Mary Fenghua She, Lingxue Kong:
Generative models for automatic recognition of human daily activities from a single triaxial accelerometer. 1-6 - Harumitsu Nobuta, Kenta Kawamoto, Kuniaki Noda, Kohtaro Sabe, Shun Nishide, Hiroshi G. Okuno, Tetsuya Ogata:
Body area segmentation from visual scene based on predictability of neuro-dynamical system. 1-8 - Jun Yin, Yan Meng:
Reservoir computing ensembles for multi-object behavior recognition. 1-8 - Ammar Belatreche, Rakesh Paul:
Dynamic cluster formation using populations of spiking neurons. 1-6 - Ammar Mohemmed, Nikola K. Kasabov:
Incremental learning algorithm for spatio-temporal spike pattern classification. 1-6 - Ayato Ejiri, Akira Hirose:
Landmine visualization system based on multiple complex-valued SOMs to integrate multimodal information. 1-7 - Ahmed Yarub H. Al-Nuaimi, Md. Faijul Amin, Kazuyuki Murase:
Enhancing MP3 encoding by utilizing a predictive Complex-Valued Neural Network. 1-6 - Teijiro Isokawa, Haruhiko Nishimura, Nobuyuki Matsui:
On the fundamental properties of fully quaternionic hopfield network. 1-4 - Jonathan Wright, Ivan Jordanov:
Intelligent approaches in locomotion. 1-8 - Pedro M. Ferreira, Sérgio M. Silva, António E. B. Ruano:
Energy savings in HVAC systems using discrete model-based predictive control. 1-8 - Peter McLeod, Brijesh K. Verma:
Clustered ensemble neural network for breast mass classification in digital mammography. 1-6 - Cesare Alippi, Giacomo Boracchi, Manuel Roveri:
Just-in-time ensemble of classifiers. 1-8 - Karl B. Dyer, Robi Polikar:
Semi-supervised learning in initially labeled non-stationary environments with gradual drift. 1-9 - Eng-Yeow Cheu, Kelvin Sim, See-Kiong Ng, Chai Quek:
Fuzzy associative learning of feature dependency for time series forecasting. 1-7 - Basabi Chakraborty:
Integrating awareness in user oriented route recommendation system. 1-5 - Dan Claudiu Ciresan, Ueli Meier, Jürgen Schmidhuber:
Transfer learning for Latin and Chinese characters with Deep Neural Networks. 1-6 - Mariusz Rybnik, Wladyslaw Homenda:
Extension of knowledge-driven harmonization model for tonal music. 1-8 - Chi-Chung Cheung, Sin Chun Ng, Andrew K. Lui:
Improving the Quickprop algorithm. 1-6 - Yungang Zhang, Bailing Zhang, Frans Coenen, Wenjin Lu:
Highly reliable breast cancer diagnosis with cascaded ensemble classifiers. 1-8 - Yu Xu, Man Lan, Yue Lu, Zheng-Yu Niu, Chew Lim Tan:
Connective prediction using machine learning for implicit discourse relation classification. 1-8 - Jun Li, Jian Yang, Yongfeng Diao:
Continuous attractors of recurrent neural networks with complex-valued weights. 1-8 - Eduardo Vázquez-Santacruz, Eduardo Bayro-Corrochano:
A new geometric recurrent neural network based on radial basis function and Elman models. 1-8 - Hironori Kumeno, Yoko Uwate, Yoshifumi Nishio:
Performance of quadratic assignment problem by hopfield NN with periodic brake. 1-6 - Ron Sun, Sébastien Hélie:
Reasoning with heuristics and induction: An account based on the CLARION cognitive architecture. 1-8 - Tsukasa Sagara, Masafumi Hagiwara:
Natural language neural network and its application to question-answering system. 1-7 - Hyohyeong Kang, Seungjin Choi:
Bayesian common spatial patterns with Dirichlet process priors for multi-subject EEG classification. 1-6 - Benhui Chen, Lihua Duan, Jinglu Hu:
Composite kernel based SVM for hierarchical multi-label gene function classification. 1-6 - Parman Sukarno, Nandita Bhattacharjee, Bala Srinivasan:
Increasing level of confidence of iris biometric matching. 1-8 - Rogério S. Rosa, Rafael H. S. Santos, Katia S. Guimarães:
Accurate prediction of error in Haplotype Inference methods through neural networks. 1-8 - Rong-Jong Wai, You-Wei Lin, Li-Chung Shih:
Design of adaptive fuzzy-neural-network control for DC-DC boost converter. 1-6 - Andrew P. Paplinski:
Rotation-invariant categorization of colour images using the Radon transform. 1-6 - Wei-Chen Cheng, Jiun-Wei Liou, Cheng-Yuan Liou:
Construct adaptive template array for magnetic resonance images. 1-5 - Rami N. Khushaba, Sarath Kodagoda, Gamini Dissanayake, Luke Greenacre, Sandra Burke, Jordan J. Louviere:
A neuroscientific approach to choice modeling: Electroencephalogram (EEG) and user preferences. 1-8 - Nitin K. Mahadeo, Andrew P. Paplinski, Sid Ray:
Model-based pupil and iris localization. 1-7 - Miao Hu, Hai Li, Qing Wu, Garrett S. Rose, Yiran Chen:
Memristor crossbar based hardware realization of BSB recall function. 1-7 - Wen-Shyong Yu, Chih-Hao Lin:
Trajectory tracking control of the guiding and following mobile robots: Elliptic collision-Free approach. 1-8 - Hirokazu Madokoro, Kenya Honma, Kazuhito Sato:
Classification of behavior patterns with trajectory analysis used for event site. 1-8 - Jingbo Zhou, Zhong Jin, Jingyu Yang:
Multiscale saliency detection using principle component analysis. 1-6 - Konstantin V. Zmeu, Boris S. Notkin, P. A. Dyachenko, V. A. Kovalev:
Fast predictive inverse neurocontrol: Comparative simulation and experiment. 1-7 - Gang Yang, Shangce Gao, Junyan Yi, Xiaofeng Meng:
Unsupervised up-to-bottom hierarchical clustering elastic net algorithm for TSP. 1-8 - Michael Fairbank, Eduardo Alonso:
A comparison of learning speed and ability to cope without exploration between DHP and TD(0). 1-8 - Gonzalo E. Paredes, Luis S. Vargas:
Circle-Clustering: A new heuristic partitioning method for the clustering problem. 1-8 - Hualiang Zhuang, Bo Zhao, Zohair Ahmad, Shoushun Chen, Kay Soon Low:
3D depth camera based human posture detection and recognition Using PCNN circuits and learning-based hierarchical classifier. 1-5 - Hu Lu, Bao-Ming Li, Hui Wei:
A small-world of neuronal functional network from multi-electrode recordings during a working memory task. 1-6 - Shengjun Xu, Guanghui Liu, Xin Liu:
Image segmentation via ant colony algorithm and loopy belief propagation algorithm. 1-7 - Tomohiro Kato, Mikio Hasegawa, Kazuyuki Aihara:
Performance improvement of heuristic algorithms for large scale combinatorial optimization problems using Lebesgue Spectrum Filter. 1-6 - David Jaramillo, Ignacio Rojas, Olga Valenzuela, Ignacio Garcia, Alberto Prieto:
Advanced systems in medical decision-making using intelligent computing. Application to magnetic resonance imaging. 1-8 - Bin Xia, Qingmei Zhang, Hong Xie, Jie Li:
A neurofeedback training paradigm for motor imagery based Brain-Computer Interface. 1-4 - Hui Wang, Hai Li, Robinson E. Pino:
Memristor-based synapse design and training scheme for neuromorphic computing architecture. 1-5 - Michael C. Avery, Jeffrey L. Krichmar, Nikil D. Dutt:
Spiking neuron model of basal forebrain enhancement of visual attention. 1-8 - Cheng Zhang, Yosuke Kimura, Hiroshi Higashi, Toshihisa Tanaka:
A simple platform of brain-controlled mobile robot and its implementation by SSVEP. 1-7 - Chin-Teng Lin, Shu-Fang Tsai, Hua-Chin Lee, Hui-Ling Huang, Shinn-Ying Ho, Li-Wei Ko:
Motion sickness estimation system. 1-6 - Fang-Chen Chuang, Jeen-Shing Wang, Ya-Ting C. Yang, Tzu-Ping Kao:
A wearable activity sensor system and its physical activity classification scheme. 1-6 - Luis Filipe A. Pereira, Hector N. B. Pinheiro, Jose Ivson S. Silva, Anderson G. Silva, Thais M. L. Pina, George D. C. Cavalcanti, Tsang Ing Ren, Joao Paulo Nogueira de Oliveir:
A fingerprint spoof detection based on MLP and SVM. 1-7 - Xiangnan He, Wenlian Lu, Tianping Chen:
A note on adaptive Lp regularization. 1-5 - Arash Jalalian, Stephan K. Chalup, Michael J. Ostwald:
Analysis of pedestrian spatial behaviour using GDTW-P-SVMs. 1-8 - Alcides X. Benicasa, Liang Zhao, Roseli A. F. Romero:
Model of top-down / bottom-up visual attention for location of salient objects in specific domains. 1-8 - Baiying Lei, Insu Song, Shah Atiqur Rahman:
Optimal watermarking scheme for breath sound. 1-6 - Ranisha Fernando, Siddhivinayak Kulkarni:
Hybrid technique for colour image classification and efficient retrieval based on fuzzy logic and neural networks. 1-6 - Gonzalo S. Nido, Joanna M. Williams, Lubica Benuskova:
Bistable properties of a memory-related gene regulatory network. 1-6 - Adhi Harmoko Saputro, Mohd. Marzuki Mustafa, Aini Hussain, Oteh Maskon, Ika Faizura Mohd. Noh:
Shape deformation descriptor using Fourier analysis. 1-5 - Filomena Anelli, Roberto Nicoletti, Sinan Kalkan, Erol Sahin, Anna M. Borghi:
Human and robotics hands grasping danger. 1-8 - Dermot Kerr, Sonya A. Coleman, Thomas Martin McGinnity, Qingxiang Wu, Marine Clogenson:
A novel approach to robot vision using a hexagonal grid and spiking neural networks. 1-7 - Masato Yonekawa, Hiroaki Kurokawa:
The Content-Based Image Retrieval using the Pulse Coupled Neural Network. 1-8 - Anwesha Khasnobish, Arindam Jati, Garima Singh, Saugat Bhattacharyya, Amit Konar, D. N. Tibarewala, Eunjin Kim, Atulya K. Nagar:
Object-shape recognition from tactile images using a feed-forward neural network. 1-8 - Zheng-Ping Wei, Bao-Liang Lu:
Online vigilance analysis based on electrooculography. 1-7 - Yusuke Araga, Makoto Shirabayashi, Keishi Kaida, Hiroomi Hikawa:
Real time gesture recognition system using posture classifier and Jordan recurrent neural network. 1-8 - Bisser Raytchev, Yusuke Kimura:
Real-time 3D pose and correspondence from stereo image sequences by combinatorial optimization. 1-8 - Indrazno Siradjuddin, Laxmidhar Behera, Thomas Martin McGinnity, Sonya A. Coleman:
A position based visual tracking system for a 7 DOF robot manipulator using a Kinect camera. 1-7 - Kristina Vassiljeva, Eduard Petlenkov, Juri Belikov:
GA based optimization of NN-SANARX model for adaptive control of nonlinear systems. 1-8 - Sven Nomm, Kristina Vassiljeva, Eduard Petlenkov:
Evaluation function optimization for the genetic algorithm based tuning of NN-ANARX model structure. 1-7 - Antoine Joubert, Bilel Belhadj, Olivier Temam, Rodolphe Héliot:
Hardware spiking neurons design: Analog or digital? 1-5 - Cleber Zanchettin, Leandro M. Almeida, Frederico D. Menezes, Teresa Bernarda Ludermir, Walter M. Azevedo:
Odor recognition systems for natural gas odorization monitoring. 1-8 - Suet-Peng Yong, Jeremiah D. Deng, Martin K. Purvis:
Key-frame extraction of wildlife video based on semantic context modeling. 1-8 - Huijuan Yang, Cuntai Guan, Kai Keng Ang, Chuanchu Wang, Kok Soon Phua, Juanhong Yu:
Dynamic initiation and dual-tree complex wavelet feature-based classification of motor imagery of swallow EEG signals. 1-6 - Kai Keng Ang, Juanhong Yu, Cuntai Guan:
Extracting and selecting discriminative features from high density NIRS-based BCI for numerical cognition. 1-6 - Chin-Teng Lin, Yu-Kai Wang, Shi-An Chen:
A hierarchal classifier for identifying independent components. 1-5 - Natalia Lyubova, David Filliat:
Developmental approach for interactive object discovery. 1-7 - Xuelei Hu, Liantao Wang, Bo Yuan:
Querying representative points from a pool based on synthesized queries. 1-6 - Afsaneh Doryab, Julian Togelius:
Activity recognition in collaborative environments. 1-8 - Mrigank Sharad, Charles Augustine, Georgios Panagopoulos, Kaushik Roy:
Spin based neuron-synapse module for ultra low power programmable computational networks. 1-7 - Cesare Alippi, Stavros Ntalampiras, Manuel Roveri:
An HMM-based change detection method for intelligent embedded sensors. 1-7 - Yongkang Wong, Mehrtash Tafazzoli Harandi, Conrad Sanderson, Brian C. Lovell:
On robust biometric identity verification via sparse encoding of faces: Holistic vs local approaches. 1-8 - Thiago da Rocha, Flavio de Barros Vidal, Alexandre Ricardo Soares Romariz:
A proposal for human action classification based on motion analysis and artificial neural networks. 1-6 - Srikanta Pal, Umapada Pal, Michael Blumenstein:
Off-line English and Chinese signature identification using foreground and background features. 1-7 - Shuhui Li, Donald C. Wunsch, Michael Fairbank, Eduardo Alonso:
Vector control of a grid-connected rectifier/inverter using an artificial neural network. 1-7 - Lian Lian Jiang, Douglas L. Maskell, Jagdish Chandra Patra:
Chebyshev Functional Link Neural Network-based modeling and experimental verification for photovoltaic arrays. 1-8 - Jaco A. Jordaan, Dan V. Nicolae, Adisa A. Jimoh:
Novel heuristic and SVM based optimization algorithm for improving distribution feeder performance. 1-5 - Fabricio A. Breve, Liang Zhao:
Particle competition and cooperation in networks for semi-supervised learning with concept drift. 1-6 - Arnulfo P. Azcarraga, Michael David Liu, Rudy Setiono:
Keyword extraction using backpropagation neural networks and rule extraction. 1-7 - Takayuki Kamei, Keiko Ono, Masahito Kumano, Masahiro Kimura:
Predicting missing links in social networks with hierarchical dirichlet processes. 1-8 - Anne Johannet, Line Kong A. Siou, Alain Mangin, Valerie Borrell Estupina, Severin Pistre, Dominique Bertin:
Prediction of spring discharge by neural networks using orthogonal wavelet decomposition. 1-8 - Sau Wai Tung, Chai Quek, Cuntai Guan:
Traffic modeling and identification using a Self-adaptive Fuzzy Inference Network. 1-7 - André Grahl Pereira, Adriano Petry:
Data assimilation using NeuroEvolution of Augmenting Topologies. 1-6 - Kartick Subramanian, Suresh Sundaram:
Human action recognition using Meta-Cognitive Neuro-Fuzzy Inference System. 1-8 - Julio J. Valdés, Catherine Cheung, Matthew Li:
Towards conservative helicopter loads prediction using computational intelligence techniques. 1-8 - Jingli Li, Son Lam Phung, Fok Hing Chi Tivive, Abdesselam Bouzerdoum:
Automatic classification of human motions using Doppler radar. 1-6 - Yandre M. G. Costa, Luiz S. Oliveira, Alessandro L. Koerich, Fabien Gouyon:
Comparing textural features for music genre classification. 1-6 - Michael Biehl, Kerstin Bunte, Frank-Michael Schleif, Petra Schneider, Thomas Villmann:
Large margin linear discriminative visualization by Matrix Relevance Learning. 1-8 - Stephane Ulysse Rigaud, Nicolas Loménie, Shvetha Sankaran, Sohail Ahmed, Joo-Hwee Lim, Daniel Racoceanu:
Neurosphere fate prediction: An analysis-synthesis approach for feature extraction. 1-7 - Zheng Yan, Jun Wang:
A neurodynamic approach to bicriteria model predictive control of nonlinear affine systems based on a Goal Programming formulation. 1-7 - Dongbin Zhao, Yuanheng Zhu, Haibo He:
Neural and fuzzy dynamic programming for under-actuated systems. 1-7 - Fernando Ornelas-Tellez, Edgar N. Sánchez, Ramón García-Hernández, José Antonio Ruz Hernández, José-Luis Rullán-Lara:
Neural inverse optimal control for discrete-time uncertain nonlinear systems stabilization. 1-6 - Osamu Fukuda, Jonghwan Kim, Isao Nakai, Yasunori Ichikawa:
State transition control of a five-fingered pneumatic hand using a neural network. 1-8 - Jeffrey L. Krichmar:
A biologically inspired action selection algorithm based on principles of neuromodulation. 1-8 - Changjing Shang, Dave Barnes:
Support vector machine-based classification of rock texture images aided by efficient feature selection. 1-8 - Sergio Davies, Javier Navaridas, Francesco Galluppi, Steve B. Furber:
Population-based routing in the SpiNNaker neuromorphic architecture. 1-8 - Sadique Sheik, Elisabetta Chicca, Giacomo Indiveri:
Exploiting device mismatch in neuromorphic VLSI systems to implement axonal delays. 1-6 - John V. Arthur, Paul Merolla, Filipp Akopyan, Rodrigo Alvarez-Icaza, Andrew Cassidy, Shyamal Chandra, Steven K. Esser, Nabil Imam, William P. Risk, Daniel Ben Dayan Rubin, Rajit Manohar, Dharmendra S. Modha:
Building block of a programmable neuromorphic substrate: A digital neurosynaptic core. 1-8 - Nikhil R. Pal, Mridul Malpani:
Redundancy-Constrained feature selection with radial basis function networks. 1-8 - Jin Xu, Yafeng Yin, Hong Man, Haibo He:
Feature selection based on sparse imputation. 1-7 - Houtao Deng, George C. Runger:
Feature selection via regularized trees. 1-8 - Jorge López Lázaro, José R. Dorronsoro:
The convergence rate of the MDM algorithm. 1-7 - Trung Le, Dat Tran, Wanli Ma, Dharmendra Sharma:
A unified model for support vector machine and support vector data description. 1-8 - Carlos Alzate, Johan A. K. Suykens:
A semi-supervised formulation to binary kernel spectral clustering. 1-8 - Shuhei Kimura, Koki Matsumura, Mariko Okada-Hatakeyama:
Inference of S-system models of genetic networks by solving linear programming problems and sets of linear algebraic equations. 1-8 - Ahmad AlShami, Ahmad Lotfi, Simeon Coleman:
Unified Knowledge Based Economy neural forecasting map. 1-8 - Jing Dai, Ganesh Kumar Venayagamoorthy, Ronald G. Harley, Steve M. Potter:
Reservoir-computing-based, biologically-inspired artificial neural network for modeling of a single machine infinite bus power system. 1-8 - Karthikeyan Balasubramaniam, Bipul Luitel, Ganesh Kumar Venayagamoorthy:
A scalable wide area monitoring system using cellular neural networks. 1-8 - Jacqueline Llanos, Doris Sáez, Rodrigo Palma-Behnke, Alfredo Núñez, Guillermo Jimenez-Estevez:
Load profile generator and load forecasting for a renewable based microgrid using Self Organizing Maps and neural networks. 1-8 - Franck Dufrenois, Jean-Charles Noyer:
Discriminative kernel hat matrix: A new tool for automatic outlier identification. 1-8 - Yang Yan, Lihui Chen, Nguyen Duc Thang:
Semi-supervised clustering with multi-viewpoint based similarity measure. 1-8 - Pablo Aguilera-Bonet, Iván Durán-Díaz, Auxiliadora Sarmiento, Sergio Cruces:
Bounded Component Analysis of the training error. 1-7 - Sidath Ravindra Liyanage, Cuntai Guan, Haihong Zhang, Kai Keng Ang, Jian-Xin Xu, Tong Heng Lee:
Dynamically Weighted Classification with Clustering to tackle non-stationarity in Brain computer Interfacing. 1-6 - Frank-Michael Schleif, Andrej Gisbrecht, Barbara Hammer:
Relevance learning for short high-dimensional time series in the life sciences. 1-8 - Michele Donato, Sorin Draghici, Alin Tomoiaga, Peter Westfall, Zhonghui Xu, Roberto Romero:
A method for analysis and correction of cross-talk effects in pathway analysis. 1-7 - Misako Komatsu, Jun Namikawa, Jun Tani, Zenas C. Chao, Yasuo Nagasaka, Naotaka Fujii, Kiyohiko Nakamura:
Estimation of functional brain connectivity from electrocorticograms using an artificial network model. 1-8 - Yaozhang Pan, Cuntai Guan, Kai Keng Ang, Kok Soon Phua, Huijuan Yang, Dong Huang, Shih-Hui Lim:
Seizure detection based on spatiotemporal correlation and frequency regularity of scalp EEG. 1-7 - Wonsang You, Sophie Achard, Jörg Stadler, Bernd Brückner, Udo Seiffert:
Fractal analysis of resting state functional connectivity of the brain. 1-8 - Miguel De-la-Torre, Eric Granger, Paulo Vinicius Wolski Radtke, Robert Sabourin, Dmitry O. Gorodnichy:
Incremental update of biometric models in face-based video surveillance. 1-8 - Christophe Pagano, Eric Granger, Robert Sabourin, Dmitry O. Gorodnichy:
Detector ensembles for face recognition in video surveillance. 1-8 - Luis Claudio Sugi Afonso, João P. Papa, Aparecido Nilceu Marana, Ahmad Poursaberi, Svetlana N. Yanushkevich:
A fast large scale iris database classification with Optimum-Path Forest technique: A case study. 1-5 - Jian-Xin Xu, Xin Deng:
Complex chemotaxis behaviors of C. elegans with speed regulation achieved by dynamic neural networks. 1-8 - Hui Wei, Yuan Ren, Zheyan Wang:
A group-decision making model of orientation detection. 1-8 - Young-Min Jang, Rammohan Mallipeddi, Minho Lee, Sangil Lee, Ho-Wan Kwak:
Human implicit intent transition detection based on pupillary analysis. 1-7 - Paolo Arena, Luca Patané, Alessandra Vitanza:
Autonomous learning of collaboration among robots. 1-8 - Fábio Dall Cortivo, Ezzat S. Chalhoub, Haroldo F. de Campos Velho:
A committee of MLP with adaptive slope parameter trained by the quasi-Newton method to solve problems in hydrologic optics. 1-8 - Shah Atiqur Rahman, Insu Song, Maylor K. H. Leung:
Negative space template: A novel feature to describe activities in video. 1-7 - Li Wang, Nandita Bhattacharjee, Bala Srinivasan:
Fingerprint reference point detection based on local ridge orientation patterns of fingerprints. 1-8 - Yu Zong, Guandong Xu, Ping Jin, Xun Yi, Enhong Chen, Zongda Wu:
A projective clustering algorithm based on significant local dense areas. 1-8 - Md. Geaur Rahman, Md Zahidul Islam, Terry Bossomaier, Junbin Gao:
CAIRAD: A co-appearance based analysis for Incorrect Records and Attribute-values Detection. 1-10 - Guang Ling, Haiqin Yang, Irwin King, Michael R. Lyu:
Online learning for collaborative filtering. 1-8 - Upuli Gunasinghe, Damminda Alahakoon:
Sequence learning using the adaptive suffix trie algorithm. 1-8 - Tao Ban, Shanqing Guo, Masashi Eto, Daisuke Inoue, Koji Nakao:
A study on cost-effective P2P traffic classification. 1-7 - Fangshi Zhu, Songyun Xie, Jiadong Xu, Huabing He:
Various artifacts reduction algorithms for EEG recorded in continuous fMRI scan environment. 1-4 - Yury Tsoy:
Evolving linear neural networks for features space dimensionality reduction. 1-6 - Alexandros Iosifidis, Anastasios Tefas, Ioannis Pitas:
Neural representation and learning for multi-view human action recognition. 1-6 - Elliackin M. N. Figueiredo, Rafael G. Mesquita, Teresa Bernarda Ludermir, George D. C. Cavalcanti:
Application of the IPSONet in face detection. 1-7 - Babak Nadjar Araabi, Zhabiz Gharibshah:
Face recognition with manifold-based kernel discriminant analysis. 1-8 - K. Subramanian, Suresh Sundaram, R. Venkatesh Babu:
Meta-Cognitive Neuro-Fuzzy Inference System for human emotion recognition. 1-7 - Yangyang Chen, Bao-Liang Lu, Hai Zhao:
Parallel learning of large-scale multi-label classification problems with min-max modular LIBLINEAR. 1-7 - Antonello Rizzi, Guido Del Vescovo, Lorenzo Livi, Fabio Massimo Frattale Mascioli:
A new Granular Computing approach for sequences representation and classification. 1-8 - Lorenzo Livi, Antonello Rizzi:
Parallel algorithms for tensor product-based inexact graph matching. 1-8 - Vu Anh Nguyen, Janusz A. Starzyk, Wooi-Boon Goh:
Sequence recognition with spatio-temporal long-term memory organization. 1-8 - Huisheng Zhu, Peng Wang, Wei Wang, Baile Shi:
Discovering Frequent Closed Episodes from an event sequence. 1-8 - Mashud Rana, Irena Koprinska:
Electricity load forecasting using non-decimated wavelet prediction methods with two-stage feature selection. 1-8 - Neethu Robinson, A. Prasad Vinod, Cuntai Guan, Kai Keng Ang, Keng Peng Tee:
A modified Wavelet-Common Spatial Pattern method for decoding hand movement directions in brain computer interfaces. 1-5 - Kian B. Ng, Ross Cunnington, Andrew P. Bradley:
Enhancing the classification accuracy of Steady-State Visual Evoked Potential-based Brain-Computer Interface using Component Synchrony Measure. 1-6 - Mahnaz Arvaneh, Cuntai Guan, Kai Keng Ang, Chai Quek:
Robust EEG channel selection across sessions in brain-computer interface involving stroke patients. 1-6 - Teresa Escobet, Joseba Quevedo, Vicenç Puig:
A fault/anomaly system prognosis using a data-driven approach considering uncertainty. 1-7 - Cesare Alippi, Giacomo Boracchi, Manuel Roveri:
On-line reconstruction of missing data in sensor/actuator networks by exploiting temporal and spatial redundancy. 1-8 - Vasso Reppa, Marios M. Polycarpou, Christos G. Panayiotou:
A distributed architecture for sensor fault detection and isolation using adaptive approximation. 1-8 - Ming-Bo Zhao, Zhao Zhang, Tommy W. S. Chow, Zhou Wu:
On the theoretical and computational analysis between Trace Ratio LDA and null-space LDA. 1-7 - Long-Long Ma, Jian Wu:
On-line handwritten Chinese character recognition based on inter-radical stochastic context-free grammar. 1-5 - Chih-Lyang Hwang:
Hybrid neural network under-actuated sliding-mode control for trajectory tracking of quad-rotor unmanned aerial vehicle. 1-8 - Yu Cheng, Jinglu Hu:
Nonlinear system identification based on SVR with quasi-linear kernel. 1-8 - Xichun Yuan, Honggui Han, Junfei Qiao:
The sludge volume index soft sensor model based on PCA-ElmanNN. 1-7 - Senzhang Wang, Zhoujun Li, Wen-Han Chao, Qinghua Cao:
Applying adaptive over-sampling technique based on data density and cost-sensitive SVM to imbalanced learning. 1-8 - Rafael C. Pinto, Paulo Martins Engel, Milton Roberto Heinen:
One-shot learning in the road sign problem. 1-6 - Yueyue Na, Jian Yu:
Kernel and spectral methods for solving the permutation problem in frequency domain BSS. 1-8 - Antonio Arista-Jalife, Roberto Antonio Vázquez:
Implementation of configurable and multipurpose spiking neural networks on GPUs. 1-8 - Mohammed Al-Naeem, Asad I. Khan:
A novel target recognition scheme for WSNs. 1-6 - Min Han, Xinying Wang:
A modified fast recursive hidden nodes selection algorithm for ELM. 1-7 - Mo Zhao, Huaguang Zhang, Zhiliang Wang, Yanhong Luo:
A simple synchronization criterion for a complex network based on the feedback. 1-5 - Sutharshan Rajasegarar, James C. Bezdek, Masud Moshtaghi, Christopher Leckie, Timothy C. Havens, Marimuthu Palaniswami:
Measures for clustering and anomaly detection in sets of higher dimensional ellipsoids. 1-8 - Levy Boccato, Diogo C. Soriano, Romis Attux, Fernando J. Von Zuben:
Performance analysis of nonlinear echo state network readouts in signal processing tasks. 1-8 - Long Ma, Chunheng Wang, Baihua Xiao:
Sparse representation based on matrix rank minimization and k-means clustering for recognition. 1-8 - Francesco Galluppi, Sergio Davies, Steve B. Furber, Terry C. Stewart, Chris Eliasmith:
Real time on-chip implementation of dynamical systems with spiking neurons. 1-8 - Kou-Yuan Huang, Liang-Chi Shen, Kai-Ju Chen, Ming-Che Huang:
Multilayer perceptron learning with particle swarm optimization for well log data inversion. 1-6 - Juha Karhunen, Tele Hao, Jarkko Ylipaavalniemi:
A generalized canonical correlation analysis based method for blind source separation from related data sets. 1-9 - Sérgio Ricardo de Melo Queiroz, Francisco de A. T. de Carvalho, Yves Lechevallier:
Multicriteria clustering with weighted Tchebycheff distances for relational data. 1-6 - Paolo Arena, Luca Patané:
A spiking network for object and ego-motion detection in roving robots. 1-8 - Leandro L. Minku, Xin Yao:
Using unreliable data for creating more reliable online learners. 1-8 - Tommi Vatanen, Mikael Kuusela, Eric Malmi, Tapani Raiko, Timo Aaltonen, Yoshikazu Nagai:
Semi-supervised detection of collective anomalies with an application in high energy particle physics. 1-8 - Ulf Johansson, Tuve Löfström:
Producing implicit diversity in ANN ensembles. 1-8 - Shun Nishide, Jun Tani, Hiroshi G. Okuno, Tetsuya Ogata:
Self-organization of object features representing motion using Multiple Timescales Recurrent Neural Network. 1-8 - Nopriadi, Yukihiko Yamashita:
Extended maximum a posteriori-based kernel classification trained by linear programming (MAPLP) with adjustment parameter (MAPLP-P) and difference-type objective function (MAPLP-D). 1-8 - Tzu-Ping Kao, Jeen-Shing Wang, Che-Wei Lin, Ya-Ting C. Yang, Fang-Chen Juang:
Using Bootstrap AdaBoost with KNN for ECG-based automated obstructive sleep apnea detection. 1-5 - Kenny Hong, Stephan K. Chalup, Robert A. R. King:
An experimental evaluation of pairwise adaptive support vector machines. 1-8 - Evan Kriminger, José C. Príncipe, Choudur Lakshminarayan:
Nearest Neighbor Distributions for imbalanced classification. 1-5 - Cleber Zanchettin, Byron Leite Dantas Bezerra, Washington W. Azevedo:
A KNN-SVM hybrid model for cursive handwriting recognition. 1-8 - Saulo Henrique Leoncio de Medeiros Napoles, Cleber Zanchettin:
Offline handwritten signature verification through network radial basis functions optimized by Differential Evolution. 1-5 - Rosha Pokharel, José C. Príncipe:
Kernel classifier with Correntropy loss. 1-6 - Hiran Ganegedara, Damminda Alahakoon:
Redundancy reduction in self-organising map merging for scalable data clustering. 1-8 - Shin-Ichi Ito, Katsuya Sato, Shoichiro Fujisawa:
Learning algorithm for self-organizing map classification of electroencephalogram patterns with individual differences. 1-6 - Xueyi Wang:
A new model for measuring the accuracies of majority voting ensembles. 1-7 - Chihiro Ikuta, Yoko Uwate, Yoshifumi Nishio:
Multi-Layer Perceptron with positive and negative pulse glial chain for solving two-spirals problem. 1-6 - Rocco Langone, Carlos Alzate, Johan A. K. Suykens:
Kernel spectral clustering for community detection in complex networks. 1-8 - Carlos Wilson Dantas de Almeida, Renata M. C. R. Souza, Ana Lucia B. Candeias:
IFKCN: Applying fuzzy Kohonen clustering network to interval data. 1-6 - Shuyuan Yang, Yue Han, Xiangrong Zhang:
A sparse kernel representation method for image classification. 1-7 - Yu-Lin Liao, Ya-Fu Peng, Chiung-Chou Liao:
Adaptive dynamic TSKCMAC neural networks for prediction and identification. 1-7 - Goktug T. Cinar, José C. Príncipe:
Hidden state estimation using the Correntropy Filter with fixed point update and adaptive kernel size. 1-6 - Ryosuke Shigenaka, Bisser Raytchev, Toru Tamaki, Kazufumi Kaneda:
Face sequence recognition using Grassmann Distances and Grassmann Kernels. 1-7 - Nistor Grozavu, Younès Bennani, Lazhar Labiod:
Feature space transformation for transfer learning. 1-6 - Lucas H. Sousa Mello, Flávio Miguel Varejão, Thomas W. Rauber:
Kernel enhanced multilayer perceptron for industrial process diagnosis. 1-8 - Erion Hasanbelliu, Kittipat Kampa, José C. Príncipe, James Tory Cobb:
Online learning using a Bayesian surprise metric. 1-8 - Guénaël Cabanes, Younès Bennani:
Change detection in data streams through unsupervised learning. 1-6 - Helyane Bronoski Borges, Júlio C. Nievola:
Multi-Label Hierarchical Classification using a Competitive Neural Network for protein function prediction. 1-8 - Chenhui Yang, Sijia Wang, Bing Cheng, Yuan Yuan, Jennie Si:
A neural correlate to learning decision and control using functional synaptic efficacy. 1-7 - Bo Yuan, Xiaoli Ma:
Sampling + reweighting: Boosting the performance of AdaBoost on imbalanced datasets. 1-6 - Mark J. Embrechts, Christopher J. Gatti, Jonathan D. Linton, Thiemo Gruber, Bernhard Sick:
Forecasting exchange rates with ensemble neural networks and ensemble K-PLS: A case study for the US Dollar per Indian Rupee. 1-8 - Anne M. P. Canuto, Diego Silveira Costa Nascimento:
A genetic-based approach to features selection for ensembles using a hybrid and adaptive fitness function. 1-8 - Cristiano Cabrita, António E. B. Ruano, Pedro M. Ferreira, László T. Kóczy:
Extending the functional training approach for B-splines. 1-8 - Zalán Bodó, Lehel Csató:
Improving kernel locality-sensitive hashing using pre-images and bounds. 1-8 - Phyo Phyo San, Sai-Ho Ling, Hung T. Nguyen:
Hybrid particle swarm optimization based normalized radial basis function neural network for hypoglycemia detection. 1-6 - Ginny Y. Wong, Frank Hung-Fat Leung, Sai-Ho Ling:
Predicting protein-ligand binding site with differential evolution and support vector machine. 1-6 - Lien B. Nguyen, Anh V. Nguyen, Sai-Ho Ling, Hung T. Nguyen:
A particle swarm optimization-based neural network for detecting nocturnal hypoglycemia using electroencephalography signals. 1-6 - Ailong Wu, Zhigang Zeng:
Dynamic behaviors of hybrid Lotka-Volterra recurrent neural networks with memristor characteristics. 1-8 - Zhao Xu, Qing Song, Haijin Fan, Danwei Wang:
Online prediction of time series data with recurrent kernels. 1-7 - Guangpu Huang, Meng Joo Er:
Model-based articulatory phonetic features for improved speech recognition. 1-8 - Fady Alnajjar, Yuichi Yamashita, Jun Tani:
Static and dynamic memory to simulate higher-order cognitive tasks. 1-6 - Gaoxiang Ouyang, Zhaojie Ju, Honghai Liu:
Surface EMG signals determinism analysis based on recurrence plot for hand grasps. 1-6 - Alessandro G. Di Nuovo, Vivian M. De La Cruz, Santo Di Nuovo:
Mental practice and verbal instructions execution: A cognitive robotics study. 1-6 - Mototaka Yoshioka, Tsuyoshi Inoue, Jun Ozawa:
Brain signal pattern of engrossed subjects using near infrared spectroscopy (NIRS) and its application to TV commercial evaluation. 1-6 - Suh-Yeon Dong, Soo-Young Lee:
Understanding human implicit intention based on frontal electroencephalography (EEG). 1-5 - Matthieu Duvinage, Thierry Castermans, Mathieu Petieau, Guy Cheron, Thierry Dutoit:
Are current gait-related artifact removal techniques useful for low-complexity BCIs? 1-7 - M. Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez, Javier Briceño, Manuel de la Mata:
An ensemble approach for ordinal threshold models applied to liver transplantation. 1-8 - Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido:
Classifying malignant brain tumours from 1H-MRS data using Breadth Ensemble Learning. 1-8 - Natthakan Iam-on, Tossapon Boongoen:
Improved link-based cluster ensembles. 1-8 - Petar Kormushev, Sylvain Calinon, Darwin G. Caldwell, Barkan Ugurlu:
Challenges for the policy representation when applying reinforcement learning in robotics. 1-8 - Andrea Castelletti, Francesca Pianosi, Marcello Restelli:
Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems. 1-8 - Tobias Jung, Sylvain Martin, Damien Ernst, Guy Leduc:
Contextual multi-armed bandits for web server defense. 1-8 - Yu-Chia Hsu, An-Pin Chen:
Futures hedging using clusters with dynamic behavior of market fluctuation. 1-8 - Yin Song, Longbing Cao:
Graph-based coupled behavior analysis: A case study on detecting collaborative manipulations in stock markets. 1-8 - Teck-Hou Teng, Ah-Hwee Tan, Yuan-Sin Tan, Adrian Yeo:
Self-organizing neural networks for learning air combat maneuvers. 1-8 - Gaurav Gupta, Alexandra Psarrou, Anastasia Angelopoulou, José García Rodríguez:
Region analysis through close contour transformation using growing neural gas. 1-8 - Timo Honkela, Juha Raitio, Krista Lagus, Ilari T. Nieminen, Nina Honkela, Mika Pantzar:
Subjects on objects in contexts: Using GICA method to quantify epistemological subjectivity. 1-9 - Sambu Seo, Johannes Mohr, Hauke R. Heekeren, Andreas Heinz, Ben Eppinger, Shu-Chen Li, Klaus Obermayer:
A voxel selection method for the multivariate analysis of imaging genetics data. 1-7 - Marco Masseroli, Davide Chicco, Pietro Pinoli:
Probabilistic Latent Semantic Analysis for prediction of Gene Ontology annotations. 1-8 - Siamak Tafavogh, Paul J. Kennedy, Daniel R. Catchpoole:
Determining cellularity status of tumors based on histopathology using hybrid image segmentation. 1-8 - G. Sateesh Babu, Ramaswamy Savitha, Suresh Sundaram:
A projection based learning in Meta-cognitive Radial Basis Function Network for classification problems. 1-8 - Efrain Castillo-Muñiz, Eduardo Bayro-Corrochano:
Geometric spherical networks for Visual Data processing. 1-8 - Habib Dhahri, Adel M. Alimi, Ajith Abraham:
Designing Beta Basis Function Neural Network for optimization using Artificial Bee Colony (ABC). 1-7 - Jun Yin, Yan Meng:
Self-organizing reservior computing with dynamically regulated cortical neural networks. 1-7 - Scott V. Notley, André Grüning:
Improved spike-timed mappings using a tri-phasic spike timing-dependent plasticity rule. 1-6 - Junichi Kuwabara, Kohei Nakajima, Rongjie Kang, David T. Branson, Emanuele Guglielmino, Darwin G. Caldwell, Rolf Pfeifer:
Timing-based control via echo state network for soft robotic arm. 1-8 - Yuko Osana:
Chaotic Quaternionic Associative Memory. 1-8 - Motoyuki Onagi, Yuko Osana:
Pattern dependency of one-to-many association ability in Chaotic Complex-valued Multidirectional Associative Memory with variable scaling factor. 1-8 - Fernando Corinto, Alon Ascoli, Marco Gilli:
Memristor models for chaotic neural circuits. 1-8 - Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Nicolangelo Iannella, Derek Abbott:
Design and implementation of BCM rule based on spike-timing dependent plasticity. 1-7 - Saeed Afshar, Omid Kavehei, André van Schaik, Jonathan Tapson, Stan Skafidas, Tara Julia Hamilton:
Emergence of competitive control in a memristor-based neuromorphic circuit. 1-8 - Dane S. Corneil, Daniel Sonnleithner, Emre Neftci, Elisabetta Chicca, Matthew Cook, Giacomo Indiveri, Rodney J. Douglas:
Function approximation with uncertainty propagation in a VLSI spiking neural network. 1-7 - Alexandru G. Floares, Adriana Birlutiu:
Decision tree models for developing molecular classifiers for cancer diagnosis. 1-7 - Federico Cismondi, André S. Fialho, Xiaoning Lu, Susana M. Vieira, James E. Gray, Shane R. Reti, João M. C. Sousa, Stan N. Finkelstein:
ANN validation system for ICU neonatal data. 1-4 - Héctor Ruiz, Ian H. Jarman, José David Martín-Guerrero, Sandra Ortega-Martorell, Alfredo Vellido, Enrique Romero, Paulo J. G. Lisboa:
Towards interpretable classifiers with blind signal separation. 1-7 - Artur S. d'Avila Garcez, Gerson Zaverucha:
Multi-instance learning using recurrent neural networks. 1-6 - Kazuaki Masuda, Bunpei Fukui, Kenzo Kurihara:
A weighting approach for autoassociative memories to improve accuracy in memorization. 1-7 - Florian Jug, Matthew Cook, Angelika Steger:
Recurrent competitive networks can learn locally excitatory topologies. 1-8 - Thiago C. Silva, Liang Zhao:
Detecting overlapping structures via network-based competitive learning. 1-8 - Jae Hyun Lim, Hansol Choi, Jun-Cheol Park, Jae Young Jun, Dae-Shik Kim:
Learning spatio-temporally invariant representations from video. 1-6 - KyungHyun Cho, Nima Reyhani:
An iterative algorithm for singular value decomposition on noisy incomplete matrices. 1-6 - Derong Liu, Hongliang Li, Ding Wang:
H∞ control of unknown discrete-time nonlinear systems with control constraints using adaptive dynamic programming. 1-6 - Michael Fairbank, Eduardo Alonso:
Value-gradient learning. 1-8 - Michael Fairbank, Eduardo Alonso:
The divergence of reinforcement learning algorithms with value-iteration and function approximation. 1-8 - Xi Xu, Hong-Wei Hao, Xu-Cheng Yin, Ning Liu, Shawkat Hasan Shafin:
Automatic segmentation of cervical vertebrae in X-ray images. 1-8 - Juan Gabriel Colonna, Afonso D. Ribas, Eulanda Miranda dos Santos, Eduardo Freire Nakamura:
Feature subset selection for automatically classifying anuran calls using sensor networks. 1-8 - Teddy Salan, Khan M. Iftekharuddin:
Large pose invariant face recognition using feature-based recurrent neural network. 1-7 - Juan Manuel Adán Coello, Carlos Miguel Tobar:
OntoHop: An information filtering agent using hopfield nets and ontologies. 1-6 - Adrian Letchford, Junbin Gao, Lihong Zheng:
Optimizing the moving average. 1-8 - B. Keshavarz Hedayati, Rafael Parra-Hernandez, Erik M. Laxdal, Nikitas J. Dimopoulos, Panagiotis Alexiou, V. J. Demopoulos:
An improved neural network ensemble model of Aldose Reductase inhibitory activity. 1-7 - Tengfei Shen, Dingyun Zhu:
Layered_CasPer: Layered cascade artificial neural networks. 1-7 - Araken M. Santos, Anne M. P. Canuto:
Using semi-supervised learning in multi-label classification problems. 1-8 - Josu Maiora, Manuel Graña:
Abdominal CTA image analisys through active learning and decision random forests: Aplication to AAA segmentation. 1-7 - Kazuyoshi Tsutsumi, Kenta Nakane, Yuuko Miyaura:
Experimental study on human-machine interaction for dynamical balancing control based on a building block type device with parallel two-wheeled vehicles. 1-8 - Yutaka Maeda, Akihiro Ito, Hidetaka Ito:
Central pattern generator and its learning via simultaneous perturbation method. 1-6 - Xuemei Ding, Yuhua Li, Ammar Belatreche, Liam P. Maguire:
Constructing minimum volume surfaces using level set methods for novelty detection. 1-6 - Sergio Orts-Escolano, José García Rodríguez, Vicente Morell, Jorge Azorín López, Juan Manuel García Chamizo:
Multi-GPU based camera network system keeps privacy using growing neural gas. 1-8 - Ralf Joost, Ralf Salomon:
Time coding output neurons in digital artificial neural networks. 1-8 - José Luis Rosselló, Vincent Canals, Antoni Morro:
Probabilistic-based neural network implementation. 1-7 - Shiping Wen, Zhigang Zeng, Tingwen Huang:
Passivity and passification for a class of singularly perturbed nonlinear systems via neural networks. 1-6 - Andrej Gisbrecht, Bassam Mokbel, Barbara Hammer:
Linear basis-function t-SNE for fast nonlinear dimensionality reduction. 1-8 - Zhengping Ji, Wentao Huang, Steven P. Brumby:
Learning sparse representation via a nonlinear shrinkage encoder and a linear sparse decoder. 1-8 - Xia Hong, Sheng Chen, Chris J. Harris:
Modelling and inverting complex-valued wiener systems. 1-8 - Kartick Subramanian, Ramaswamy Savitha, Suresh Sundaram:
Complex-valued neuro-fuzzy inference system for wind prediction. 1-7 - Abdul Rahman Hafiz, Md. Faijul Amin, Kazuyuki Murase:
Using complex-valued Levenberg-Marquardt algorithm for learning and recognizing various hand gestures. 1-5 - Walter J. Freeman, Robert Kozma, Giuseppe Vitiello:
Adaptation of the generalized Carnot cycle to describe thermodynamics of cerebral cortex. 1-8 - Dror Cohen, Andrew P. Paplinski:
A comparative evaluation of the Generative Topographic Mapping and the Elastic Net for the formation of Ocular Dominance stripes. 1-8 - Johannes Bauer, Cornelius Weber, Stefan Wermter:
A SOM-based model for multi-sensory integration in the superior colliculus. 1-8 - Aneesha Bakharia, Vladimir Nikulin:
A nonparametric criterion for the selection of the number of factors and nonnegative extension for gradient-based matrix factorization. 1-8 - Faicel Chamroukhi, Hervé Glotin:
Mixture model-based functional discriminant analysis for curve classification. 1-8 - Dorra Trabelsi, Samer Mohammed, Yacine Amirat, Latifa Oukhellou:
Activity recognition using body mounted sensors: An unsupervised learning based approach. 1-7 - Mostafa Rahimi Azghadi, Said F. Al-Sarawi, Nicolangelo Iannella, Derek Abbott:
Efficient design of triplet based Spike-Timing Dependent Plasticity. 1-7 - Alexander D. Rast, Luis A. Plana, Stephen R. Welbourne, Stephen B. Furber:
Event-driven MLP implementation on neuromimetic hardware. 1-8 - William Chan, Jason D. Lohn:
Spike timing dependent plasticity with memristive synapse in neuromorphic systems. 1-6 - Sascha Lange, Martin A. Riedmiller, Arne Voigtländer:
Autonomous reinforcement learning on raw visual input data in a real world application. 1-8 - Hung Quoc Ngo, Matthew D. Luciw, Alexander Förster, Jürgen Schmidhuber:
Learning skills from play: Artificial curiosity on a Katana robot arm. 1-8 - Kevin Van Vaerenbergh, Abdel Rodríguez, Matteo Gagliolo, Peter Vrancx, Ann Nowé, Julian Stoev, Stijn Goossens, Gregory Pinte, Wim Symens:
Improving wet clutch engagement with reinforcement learning. 1-8 - Sebastian Risi, Kenneth O. Stanley:
A unified approach to evolving plasticity and neural geometry. 1-8 - Lubica Benuskova:
Why is it hard to induce long-term depression? 1-7 - Joseph Chrol-Cannon, André Grüning, Yaochu Jin:
The emergence of polychronous groups under varying input patterns, plasticity rules and network connectivities. 1-6 - Xiaoqiang Zhu, Pinghua Gong, Zeng-Shun Zhao, Changshui Zhang:
Learning similarity metric with SVM. 1-8 - Balamurugan Palaniappan, Shirish K. Shevade, T. Ravindra Babu:
Efficient algorithms for linear summed error structural SVMs. 1-8 - Giovanni Da San Martino, Nicolò Navarin, Alessandro Sperduti:
A memory efficient graph kernel. 1-7 - Kiruthika Ramanathan, Madhurima Battacharya, Prahlad Vadakkepat:
Stimulus dependent habituation in a bottom - up brain inspired model of learning and memory. 1-7 - Paolo Arena, Luca Patané, Pietro Savio Termini:
Modeling attentional loop in the insect Mushroom Bodies. 1-7 - Jenia Jitsev, Abigail Morrison, Marc Tittgemeyer:
Learning from positive and negative rewards in a spiking neural network model of basal ganglia. 1-8 - Kris De Brabanter, Jos De Brabanter, Johan A. K. Suykens, Joos Vandewalle, Bart De Moor:
Robustness of kernel based regression: Influence and weight functions. 1-8 - Lei Zhu, Shaoning Pang, Gang Chen, Abdolhossein Sarrafzadeh:
Class imbalance robust incremental LPSVM for data streams learning. 1-8 - Haijin Fan, Qing Song, Zhao Xu:
An information theoretic kernel algorithm for robust online learning. 1-8 - Zhao Zhang, Ming-Bo Zhao, Tommy W. S. Chow:
Extracting the informative constraints for semi-supervised marginal projections in multimodal dimensionality reduction. 1-8 - Ashwini Shikaripur Nadig, Brian Potetz:
A hierarchical Bayesian model for pattern recognition. 1-8 - Junlin Hu, Ping Guo:
Learning multiple pooling combination for image classification. 1-7 - Simone G. O. Fiori, Tetsuya Kaneko, Toshihisa Tanaka:
Learning on the compact Stiefel manifold by a cayley-transform-based pseudo-retraction map. 1-8 - Corneliu T. C. Arsene, Paulo J. G. Lisboa:
Bayesian Neural Network with and without compensation for competing risks. 1-8 - Carlos M. Alaíz, Álvaro Barbero Jiménez, José R. Dorronsoro:
Sparse methods for wind energy prediction. 1-7 - Sanfeng Chen, Shuai Li, Yongsheng Liang, Y. Lou:
A discrete-time switching neural network for quadratic programming. 1-5 - Tae-Hyung Kim, Donald C. Wunsch:
Modified cellular simultaneous recurrent networks with cellular particle swarm optimization. 1-8 - Malte Schilling, Jan Paskarbeit, Axel Schneider, Holk Cruse:
Flexible internal body models for motor control: On the convergence of constrained dual quaternion mean of multiple computation networks. 1-8 - Bardia Yousefi, Chu Kiong Loo:
Development of Fast Incremental Slow Feature Analysis (F-IncSFA). 1-6 - Hiroyuki Masuta, Yasuto Tamura, Hun-ok Lim:
A direct perception for decision making of a service robot. 1-6 - Jinseok Woo, Naoyuki Kubota:
Interactive categorization of living space based on simultaneous localization and mapping. 1-7 - Ali Heydari, Sivasubramanya Nadar Balakrishnan:
Decentralized control of nonlinear multi-agent systems using single network adaptive critics. 1-8 - Hung-Ching Lu, Ming-Hung Chang:
Design of the Self-Constructing Fuzzy Neural Network controller for a sliding door system. 1-6 - David Renfrew, Xiao-Hua Yu:
Traffic signal optimization using Ant Colony Algorithm. 1-7
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