Olivier Bichler

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 17

Top Venues

CoRR

ISCAS

IJCNN

DATE

University of Paris-Sud, Orsay, France (PHD)

Education History

University of Paris-Sud, Orsay, France

PHD

Publications

Clément Metz, Olivier Bichler, Antoine Dupret
Efficient Neural Compression with Inference-time Decoding. CoRR (2024)
Clément Metz, Olivier Bichler, Antoine Dupret
Efficient Neural Compression with Inference-time Decoding. ISCAS (2024)
Clément Metz, Thibault Allenet, Johannes C. Thiele, Antoine Dupret, Olivier Bichler
Lattice Quantization. DATE (2023)
Thibault Allenet, David Briand, Olivier Bichler, Olivier Sentieys
Disentangled Loss for Low-Bit Quantization-Aware Training. CVPR Workshops (2022)
Guillaume Hocquet, Olivier Bichler, Damien Querlioz
Memory Efficient Invertible Neural Networks for Class-Incremental Learning. AICAS (2021)
Johannes C. Thiele, Olivier Bichler, Antoine Dupret
SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes. ICLR (2020)
Guillaume Hocquet, Olivier Bichler, Damien Querlioz
OvA-INN: Continual Learning with Invertible Neural Networks. IJCNN (2020)
Guillaume Hocquet, Olivier Bichler, Damien Querlioz
OvA-INN: Continual Learning with Invertible Neural Networks. CoRR (2020)
Johannes C. Thiele, Olivier Bichler, Antoine Dupret, Sergio Solinas, Giacomo Indiveri
A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation. IJCNN (2019)
Johannes C. Thiele, Olivier Bichler, Antoine Dupret, Sergio Solinas, Giacomo Indiveri
A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation. CoRR (2019)
Johannes Christian Thiele, Olivier Bichler, Antoine Dupret
SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes. CoRR (2019)
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)
Johannes C. Thiele, Olivier Bichler, Antoine Dupret
Event-Based, Timescale Invariant Unsupervised Online Deep Learning With STDP. Frontiers Comput. Neurosci. 12 (2018)
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)
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)
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)
Thilo Werner, Daniele Garbin, Elisa Vianello, Olivier Bichler, D. Cattaert, Blaise Yvert, Barbara De Salvo, Luca Perniola
Real-time decoding of brain activity by embedded Spiking Neural Networks using OxRAM synapses. ISCAS (2016)
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)
Damien Querlioz, Olivier Bichler, Adrien Francis Vincent, Christian Gamrat
Bioinspired Programming of Memory Devices for Implementing an Inference Engine. Proc. IEEE 103 (8) (2015)
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)
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) (2015)
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)
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)
David Roclin, Olivier Bichler, Christian Gamrat, Jacques-Olivier Klein
Sneak paths effects in CBRAM memristive devices arrays for spiking neural networks. NANOARCH (2014)
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 (2013)
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)
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)
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) (2013)
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)
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 (2012)
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)
Damien Querlioz, Philippe Dollfus, Olivier Bichler, Christian Gamrat
Learning with memristive devices: How should we model their behavior? NANOARCH (2011)
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)
Damien Querlioz, Olivier Bichler, Christian Gamrat
Simulation of a memristor-based spiking neural network immune to device variations. IJCNN (2011)
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 (2011)
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)

Olivier Bichler.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Olivier Bichler