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2020 – today
- 2021
[c12]Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding:
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. DAC 2021: 1003-1008- [c11]Nikolay Nez, Antonio N. Vilchez, Hamid R. Zohouri, Oleg Khavin, Sakyasingha Dasgupta:
Dynamic Neural Accelerator for Reconfigurable & Energy-efficient Neural Network Inference. HCS 2021: 1-21 - [i15]Yuhong Song, Weiwen Jiang, Bingbing Li, Panjie Qi, Qingfeng Zhuge, Edwin Hsing-Mean Sha, Sakyasingha Dasgupta, Yiyu Shi, Caiwen Ding:
Dancing along Battery: Enabling Transformer with Run-time Reconfigurability on Mobile Devices. CoRR abs/2102.06336 (2021) - 2020
- [j7]Weiwen Jiang
, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi:
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search With Hot Start. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(11): 4154-4165 (2020) - [j6]Weiwen Jiang, Lei Yang, Edwin Hsing-Mean Sha, Qingfeng Zhuge, Shouzhen Gu, Sakyasingha Dasgupta, Yiyu Shi, Jingtong Hu:
Hardware/Software Co-Exploration of Neural Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39(12): 4805-4815 (2020) - [i14]Weiwen Jiang, Lei Yang, Sakyasingha Dasgupta, Jingtong Hu, Yiyu Shi:
Standing on the Shoulders of Giants: Hardware and Neural Architecture Co-Search with Hot Start. CoRR abs/2007.09087 (2020)
2010 – 2019
- 2019
- [i13]Pengqian Yu, Joon Sern Lee, Ilya Kulyatin, Zekun Shi, Sakyasingha Dasgupta:
Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization. CoRR abs/1901.08740 (2019) - [i12]Dan Teng, Sakyasingha Dasgupta:
Continual Learning via Online Leverage Score Sampling. CoRR abs/1908.00355 (2019) - 2018
- [c10]Tadanobu Inoue, Subhajit Chaudhury, Giovanni De Magistris, Sakyasingha Dasgupta:
Transfer Learning from Synthetic to Real Images Using Variational Autoencoders for Precise Position Detection. ICIP 2018: 2725-2729 - [i11]Fernando Camaro Nogue, Andrew Huie, Sakyasingha Dasgupta:
Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images. CoRR abs/1805.11778 (2018) - [i10]Daiki Kimura, Subhajit Chaudhury, Ryuki Tachibana, Sakyasingha Dasgupta:
Internal Model from Observations for Reward Shaping. CoRR abs/1806.01267 (2018) - [i9]Tadanobu Inoue, Subhajit Chaudhury, Giovanni De Magistris, Sakyasingha Dasgupta:
Transfer Learning From Synthetic To Real Images Using Variational Autoencoders For Precise Position Detection. CoRR abs/1807.01990 (2018) - 2017
- [j5]Dennis Goldschmidt, Poramate Manoonpong, Sakyasingha Dasgupta:
A Neurocomputational Model of Goal-Directed Navigation in Insect-Inspired Artificial Agents. Frontiers Neurorobotics 11: 20 (2017) - [j4]Takayuki Osogami, Sakyasingha Dasgupta:
Learning the values of the hyperparameters of a dynamic Boltzmann machine. IBM J. Res. Dev. 61(4-5): 8:1-8:8 (2017) - [c9]Sakyasingha Dasgupta, Takayuki Osogami:
Nonlinear Dynamic Boltzmann Machines for Time-Series Prediction. AAAI 2017: 1833-1839 - [c8]Subhajit Chaudhury, Sakyasingha Dasgupta, Asim Munawar, Md. A. Salam Khan, Ryuki Tachibana:
Text to image generative model using constrained embedding space mapping. MLSP 2017: 1-6 - [i8]Subhajit Chaudhury, Sakyasingha Dasgupta, Asim Munawar, Md. A. Salam Khan, Ryuki Tachibana:
Conditional generation of multi-modal data using constrained embedding space mapping. CoRR abs/1707.00860 (2017) - [i7]Tadanobu Inoue, Subhajit Chaudhury, Giovanni De Magistris, Sakyasingha Dasgupta:
Transfer learning from synthetic to real images using variational autoencoders for robotic applications. CoRR abs/1709.06762 (2017) - [i6]Rudy Raymond, Takayuki Osogami, Sakyasingha Dasgupta:
Dynamic Boltzmann Machines for Second Order Moments and Generalized Gaussian Distributions. CoRR abs/1712.06132 (2017) - [i5]Farhan Shafiq, Takato Yamada, Antonio T. Vilchez, Sakyasingha Dasgupta:
Automated flow for compressing convolution neural networks for efficient edge-computation with FPGA. CoRR abs/1712.06272 (2017) - 2016
- [c7]Sakyasingha Dasgupta, Takayuki Yoshizumi, Takayuki Osogami:
Regularized dynamic Boltzmann machine with Delay Pruning for unsupervised learning of temporal sequences. ICPR 2016: 1201-1206 - [i4]Sakyasingha Dasgupta, Takayuki Yoshizumi, Takayuki Osogami:
Regularized Dynamic Boltzmann Machine with Delay Pruning for Unsupervised Learning of Temporal Sequences. CoRR abs/1610.01989 (2016) - 2015
- [b1]Sakyasingha Dasgupta:
Temporal information processing and memory guided behaviors with recurrent neural networks. University of Göttingen, 2015 - [j3]Sakyasingha Dasgupta, Dennis Goldschmidt, Florentin Wörgötter, Poramate Manoonpong:
Distributed recurrent neural forward models with synaptic adaptation and CPG-based control for complex behaviors of walking robots. Frontiers Neurorobotics 9: 10 (2015) - [j2]Guanjiao Ren, Weihai Chen, Sakyasingha Dasgupta, Christoph Kolodziejski, Florentin Wörgötter, Poramate Manoonpong:
Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation. Inf. Sci. 294: 666-682 (2015) - [c6]Dennis Goldschmidt, Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong:
A neural path integration mechanism for adaptive vector navigation in autonomous agents. IJCNN 2015: 1-8 - [i3]Sakyasingha Dasgupta, Dennis Goldschmidt, Florentin Wörgötter, Poramate Manoonpong:
Distributed Recurrent Neural Forward Models with Synaptic Adaptation for Complex Behaviors of Walking Robots. CoRR abs/1506.03599 (2015) - 2014
- [c5]Poramate Manoonpong, Sakyasingha Dasgupta, Dennis Goldschmidt, Florentin Wörgötter:
Reservoir-based online adaptive forward models with neural control for complex locomotion in a hexapod robot. IJCNN 2014: 3295-3302 - [c4]Bassel Zeidan, Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong:
Adaptive Landmark-Based Navigation System Using Learning Techniques. SAB 2014: 121-131 - [i2]Sakyasingha Dasgupta:
Cognitive Aging as Interplay between Hebbian Learning and Criticality. CoRR abs/1402.0836 (2014) - [i1]Guanjiao Ren, Weihai Chen, Sakyasingha Dasgupta, Christoph Kolodziejski, Florentin Wörgötter, Poramate Manoonpong:
Multiple chaotic central pattern generators with learning for legged locomotion and malfunction compensation. CoRR abs/1407.3269 (2014) - 2013
- [j1]Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong:
Information dynamics based self-adaptive reservoir for delay temporal memory tasks. Evol. Syst. 4(4): 235-249 (2013) - [c3]Sakyasingha Dasgupta, Florentin Wörgötter, Jun Morimoto, Poramate Manoonpong:
Neural Combinatorial Learning of Goal-Directed Behavior with Reservoir Critic and Reward Modulated Hebbian Plasticity. SMC 2013: 993-1000 - 2012
- [c2]Sakyasingha Dasgupta, Florentin Wörgötter, Poramate Manoonpong:
Information Theoretic Self-organised Adaptation in Reservoirs for Temporal Memory Tasks. EANN 2012: 31-40 - [c1]Guanjiao Ren, Weihai Chen, Christoph Kolodziejski, Florentin Wörgötter, Sakyasingha Dasgupta, Poramate Manoonpong:
Multiple chaotic central pattern generators for locomotion generation and leg damage compensation in a hexapod robot. IROS 2012: 2756-2761
Coauthor Index
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