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2020 – today
- 2024
[c25]Clément Metz, Olivier Bichler, Antoine Dupret:
Efficient Neural Compression with Inference-time Decoding. ISCAS 2024: 1-5- [i6]Clément Metz, Olivier Bichler, Antoine Dupret:
Efficient Neural Compression with Inference-time Decoding. CoRR abs/2406.06237 (2024) - 2023
- [c24]Clément Metz
, Thibault Allenet, Johannes C. Thiele, Antoine Dupret, Olivier Bichler:
Lattice Quantization. DATE 2023: 1-2 - 2022
- [c23]Thibault Allenet, David Briand, Olivier Bichler, Olivier Sentieys:
Disentangled Loss for Low-Bit Quantization-Aware Training. CVPR Workshops 2022: 2787-2791 - 2021
- [c22]Guillaume Hocquet, Olivier Bichler, Damien Querlioz:
Memory Efficient Invertible Neural Networks for Class-Incremental Learning. AICAS 2021: 1-4 - 2020
- [c21]Johannes C. Thiele, Olivier Bichler, Antoine Dupret:
SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes. ICLR 2020 - [c20]Guillaume Hocquet, Olivier Bichler, Damien Querlioz:
OvA-INN: Continual Learning with Invertible Neural Networks. IJCNN 2020: 1-7 - [i5]Guillaume Hocquet, Olivier Bichler, Damien Querlioz:
OvA-INN: Continual Learning with Invertible Neural Networks. CoRR abs/2006.13772 (2020)
2010 – 2019
- 2019
- [c19]Pascal Vivet, Gilles Sicard, Laurent Millet, Stéphane Chevobbe, Karim Ben Chehida, Luis Angel Cubero, Monte Alegre, Maxence Bouvier, Alexandre Valentian, Maria Lepecq, Thomas Dombek, Olivier Bichler, Sébastien Thuries, Didier Lattard, Séverine Cheramy, Perrine Batude, Fabien Clermidy:
Advanced 3D Technologies and Architectures for 3D Smart Image Sensors. DATE 2019: 674-679 - [c18]Johannes C. Thiele, Olivier Bichler, Antoine Dupret, Sergio M. G. Solinas, Giacomo Indiveri:
A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation. IJCNN 2019: 1-8 - [i4]Johannes C. Thiele, Olivier Bichler, Antoine Dupret, Sergio M. G. Solinas, Giacomo Indiveri:
A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation. CoRR abs/1903.04341 (2019) - [i3]Johannes Christian Thiele, Olivier Bichler, Antoine Dupret:
SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes. CoRR abs/1906.00851 (2019) - 2018
- [j5]Johannes C. Thiele, Olivier Bichler, Antoine Dupret:
Event-Based, Timescale Invariant Unsupervised Online Deep Learning With STDP. Frontiers Comput. Neurosci. 12: 46 (2018) - [c17]Alexandre Carbon, Jean-Marc Philippe, Olivier Bichler, Renaud Schmit, Benoît Tain, David Briand, Nicolas Ventroux, Michel Paindavoine, Olivier Brousse:
PNeuro: A scalable energy-efficient programmable hardware accelerator for neural networks. DATE 2018: 1039-1044 - [c16]Johannes C. Thiele, Olivier Bichler, Antoine Dupret:
A Timescale Invariant STDP-Based Spiking Deep Network for Unsupervised Online Feature Extraction from Event-Based Sensor Data. IJCNN 2018: 1-8 - 2017
- [c15]Elisa Vianello, Thilo Werner, Alessandro Grossi, Etienne Nowak, Barbara De Salvo, Luca Perniola, Olivier Bichler, Blaise Yvert:
Bioinspired Programming of Resistive Memory Devices for Implementing Spiking Neural Networks. ACM Great Lakes Symposium on VLSI 2017: 393-398 - 2016
- [c14]Thilo Werner, Daniele Garbin, Elisa Vianello, Olivier Bichler, Daniel Cattaert, Blaise Yvert, Barbara De Salvo, Luca Perniola:
Real-time decoding of brain activity by embedded Spiking Neural Networks using OxRAM synapses. ISCAS 2016: 2318-2321 - 2015
- [j4]Damien Querlioz, Olivier Bichler, Adrien Francis Vincent, Christian Gamrat:
Bioinspired Programming of Memory Devices for Implementing an Inference Engine. Proc. IEEE 103(8): 1398-1416 (2015) - [j3]Adrien F. Vincent, Jerome Larroque, Nicolas Locatelli, Nesrine Ben Romdhane, Olivier Bichler, Christian Gamrat, Weisheng Zhao, Jacques-Olivier Klein, Sylvie Galdin-Retailleau, Damien Querlioz:
Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems. IEEE Trans. Biomed. Circuits Syst. 9(2): 166-174 (2015) - [c13]Barbara De Salvo, Elisa Vianello, Olivier Thomas, Fabien Clermidy, Olivier Bichler, Christian Gamrat, Luca Perniola:
Emerging resistive memories for low power embedded applications and neuromorphic systems. ISCAS 2015: 3088-3091 - [c12]Daniele Garbin, Elisa Vianello, Olivier Bichler, M. Azzaz, Quentin Rafhay, Philippe Candelier, Christian Gamrat, Gérard Ghibaudo, Barbara De Salvo, Luca Perniola:
On the impact of OxRAM-based synapses variability on convolutional neural networks performance. NANOARCH 2015: 193-198 - 2014
- [c11]Fabien Clermidy, Rodolphe Héliot, Alexandre Valentian, Christian Gamrat, Olivier Bichler, Marc Duranton, Bilel Belhadj, Olivier Temam:
Advanced technologies for brain-inspired computing. ASP-DAC 2014: 563-569 - [c10]Adrien F. Vincent, Jerome Larroque, Weisheng Zhao, Nesrine Ben Romdhane, Olivier Bichler, Christian Gamrat, Jacques-Olivier Klein, Sylvie Galdin-Retailleau, Damien Querlioz:
Spin-transfer torque magnetic memory as a stochastic memristive synapse. ISCAS 2014: 1074-1077 - [c9]David Roclin, Olivier Bichler, Christian Gamrat, Jacques-Olivier Klein:
Sneak paths effects in CBRAM memristive devices arrays for spiking neural networks. NANOARCH 2014: 13-18 - 2013
- [j2]Olivier Bichler, Weisheng Zhao, Fabien Alibart, Stéphane Pleutin, Stéphane Lenfant, Dominique Vuillaume, Christian Gamrat:
Pavlov's Dog Associative Learning Demonstrated on Synaptic-Like Organic Transistors. Neural Comput. 25(2): 549-566 (2013) - [c8]David Roclin, Olivier Bichler, Christian Gamrat, Simon J. Thorpe, Jacques-Olivier Klein:
Design study of efficient digital order-based STDP neuron implementations for extracting temporal features. IJCNN 2013: 1-7 - [c7]Olivier Bichler, David Roclin, Christian Gamrat, Damien Querlioz:
Design exploration methodology for memristor-based spiking neuromorphic architectures with the Xnet event-driven simulator. NANOARCH 2013: 7-12 - [c6]Manan Suri, Daniele Garbin, Olivier Bichler, Damien Querlioz, Dominique Vuillaume, Christian Gamrat, Barbara De Salvo:
Impact of PCM resistance-drift in neuromorphic systems and drift-mitigation strategy. NANOARCH 2013: 140-145 - [i2]Olivier Bichler, Weisheng Zhao, Fabien Alibart, Stéphane Pleutin, Stéphane Lenfant, Dominique Vuillaume, Christian Gamrat:
Pavlov's dog associative learning demonstrated on synaptic-like organic transistors. CoRR abs/1302.3261 (2013) - 2012
- [b1]Olivier Bichler:
Contribution à la conception d'architecture de calcul auto-adaptative intégrant des nanocomposants neuromorphiques et applications potentielles. (Adaptive Computing Architectures Based on Nano-fabricated Components). University of Paris-Sud, Orsay, France, 2012 - [j1]Olivier Bichler, Damien Querlioz, Simon J. Thorpe, Jean-Philippe Bourgoin, Christian Gamrat:
Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity. Neural Networks 32: 339-348 (2012) - [c5]Damien Querlioz, Weisheng Zhao, Philippe Dollfus, Jacques-Olivier Klein, Olivier Bichler, Christian Gamrat:
Bioinspired networks with nanoscale memristive devices that combine the unsupervised and supervised learning approaches. NANOARCH 2012: 203-210 - 2011
- [c4]Olivier Bichler, Damien Querlioz, Simon J. Thorpe, Jean-Philippe Bourgoin, Christian Gamrat:
Unsupervised features extraction from asynchronous silicon retina through Spike-Timing-Dependent Plasticity. IJCNN 2011: 859-866 - [c3]Damien Querlioz, Olivier Bichler, Christian Gamrat:
Simulation of a memristor-based spiking neural network immune to device variations. IJCNN 2011: 1775-1781 - [c2]Damien Querlioz, Philippe Dollfus, Olivier Bichler, Christian Gamrat:
Learning with memristive devices: How should we model their behavior? NANOARCH 2011: 150-156 - [i1]Fabien Alibart, Stéphane Pleutin, Olivier Bichler, Christian Gamrat, Teresa Serrano-Gotarredona, Bernabé Linares-Barranco, Dominique Vuillaume:
A memristive nanoparticle/organic hybrid synapstor for neuro-inspired computing. CoRR abs/1112.3138 (2011) - 2010
- [c1]Olivier Bichler, Weisheng Zhao, Christian Gamrat, Fabien Alibart, Stéphane Pleutin, Dominique Vuillaume:
Development of a functional model for the Nanoparticle-Organic Memory transistor. ISCAS 2010: 1663-1666
Coauthor Index
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