O. Bichler

Most-cited papers

Immunity to Device Variations in a Spiking Neural Network With Memristive Nanodevices
D. Querlioz, O. Bichler, P. Dollfus, C. Gamrat
2013IEEE transactions on nanotechnology373 citations Open access
Semantic Scholar
Spin-transfer torque magnetic memory as a stochastic memristive synapse
A. Vincent, J. Larroque, Wei-Sheng Zhao, N. Ben Romdhane +5 more
2014International Symposium on Circuits and Systems327 citations
Semantic Scholar
Phase change memory as synapse for ultra-dense neuromorphic systems: Application to complex visual pattern extraction
Manan Suri, O. Bichler, D. Querlioz, O. Cueto +5 more
2011International Electron Devices Meeting273 citations Open access
Semantic Scholar
Bio-Inspired Stochastic Computing Using Binary CBRAM Synapses
Manan Suri, D. Querlioz, O. Bichler, G. Palma +4 more
2013IEEE Transactions on Electron Devices217 citations Open access
Semantic Scholar
Simulation of a memristor-based spiking neural network immune to device variations
D. Querlioz, O. Bichler, C. Gamrat
2011The 2011 International Joint Conference on Neural Networks214 citations Open access
Semantic Scholar
Plasticity in memristive devices for spiking neural networks
S. Saïghi, C. Mayr, T. Serrano-Gotarredona, H. Schmidt +12 more
2015Frontiers in Neuroscience213 citations Open access
Semantic Scholar
Visual Pattern Extraction Using Energy-Efficient “2-PCM Synapse” Neuromorphic Architecture
O. Bichler, Manan Suri, D. Querlioz, Dominique Vuillaume +2 more
2012IEEE Transactions on Electron Devices193 citations
Semantic Scholar
A Memristive Nanoparticle/Organic Hybrid Synapstor for Neuroinspired Computing
F. Alibart, S. Pleutin, O. Bichler, C. Gamrat +3 more
2011arXiv.org187 citations Open access
Semantic Scholar
Extraction of temporally correlated features from dynamic vision sensors with spike-timing-dependent plasticity
O. Bichler, D. Querlioz, S. Thorpe, J. Bourgoin +1 more
2012Neural Networks172 citations
Semantic Scholar
HfO2-Based OxRAM Devices as Synapses for Convolutional Neural Networks
D. Garbin, E. Vianello, O. Bichler, Q. Rafhay +4 more
2015IEEE Transactions on Electron Devices162 citations
Semantic Scholar
CBRAM devices as binary synapses for low-power stochastic neuromorphic systems: Auditory (Cochlea) and visual (Retina) cognitive processing applications
Manan Suri, O. Bichler, D. Querlioz, G. Palma +4 more
2012International Electron Devices Meeting145 citations Open access
Semantic Scholar
Physical aspects of low power synapses based on phase change memory devices
Manan Suri, O. Bichler, D. Querlioz, B. Traoré +6 more
2012138 citations Open access
Semantic Scholar
Bioinspired Programming of Memory Devices for Implementing an Inference Engine
D. Querlioz, O. Bichler, A. Vincent, C. Gamrat
2015Proceedings of the IEEE119 citations Open access
Semantic Scholar
Pavlov's Dog Associative Learning Demonstrated on Synaptic-Like Organic Transistors
O. Bichler, Wei-Sheng Zhao, F. Alibart, S. Pleutin +3 more
2013Neural Computation73 citations Open access
Semantic Scholar
Fully Integrated Spiking Neural Network with Analog Neurons and RRAM Synapses
A. Valentian, F. Rummens, E. Vianello, T. Mesquida +3 more
2019International Electron Devices Meeting72 citations
Semantic Scholar
Event-Based, Timescale Invariant Unsupervised Online Deep Learning With STDP
Johannes C. Thiele, O. Bichler, A. Dupret
2018Frontiers in Computational Neuroscience69 citations Open access
Semantic Scholar
Variability-tolerant Convolutional Neural Network for Pattern Recognition applications based on OxRAM synapses
D. Garbin, O. Bichler, E. Vianello, Quentin Rafhay +4 more
20142014 IEEE International Electron Devices Meeting69 citations
Semantic Scholar
Spiking Neural Networks Based on OxRAM Synapses for Real-Time Unsupervised Spike Sorting
T. Werner, E. Vianello, O. Bichler, D. Garbin +4 more
2016Frontiers in Neuroscience68 citations Open access
Semantic Scholar
Bioinspired networks with nanoscale memristive devices that combine the unsupervised and supervised learning approaches
D. Querlioz, Wei-Sheng Zhao, P. Dollfus, Jacques-Olivier Klein +2 more
2012IEEE/ACM International Symposium on Nanoscale Architectures58 citations Open access
Semantic Scholar
Learning with memristive devices: How should we model their behavior?
D. Querlioz, P. Dollfus, O. Bichler, C. Gamrat
2011IEEE/ACM International Symposium on Nanoscale Architectures47 citations Open access
Semantic Scholar
Real-time radionuclide identification in γ-emitter mixtures based on spiking neural network.
C. Bobin, O. Bichler, V. Lourenço, C. Thiam +1 more
2016Applied Radiation and Isotopes43 citations
Semantic Scholar
Unsupervised features extraction from asynchronous silicon retina through Spike-Timing-Dependent Plasticity
O. Bichler, D. Querlioz, S. Thorpe, J. Bourgoin +1 more
2011The 2011 International Joint Conference on Neural Networks41 citations
Semantic Scholar
Functional Model of a Nanoparticle Organic Memory Transistor for Use as a Spiking Synapse
O. Bichler, Wei-Sheng Zhao, F. Alibart, S. Pleutin +2 more
2010IEEE Transactions on Electron Devices41 citations Open access
Semantic Scholar
SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes
Johannes C. Thiele, O. Bichler, A. Dupret
2019International Conference on Learning Representations35 citations
Semantic Scholar
Design exploration methodology for memristor-based spiking neuromorphic architectures with the Xnet event-driven simulator
O. Bichler, David Roclin, C. Gamrat, D. Querlioz
2013IEEE/ACM International Symposium on Nanoscale Architectures31 citations Open access
Semantic Scholar
Impact of PCM resistance-drift in neuromorphic systems and drift-mitigation strategy
Manan Suri, D. Garbin, O. Bichler, D. Querlioz +3 more
2013IEEE/ACM International Symposium on Nanoscale Architectures30 citations Open access
Semantic Scholar
Experimental demonstration of short and long term synaptic plasticity using OxRAM multi k-bit arrays for reliable detection in highly noisy input data
T. Werner, E. Vianello, O. Bichler, A. Grossi +5 more
2016International Electron Devices Meeting23 citations
Semantic Scholar
Addition of HfO2 interface layer for improved synaptic performance of phase change memory (PCM) devices
Manan Suri, O. Bichler, Q. Hubert, L. Perniola +5 more
201322 citations
Semantic Scholar
On the impact of OxRAM-based synapses variability on convolutional neural networks performance
D. Garbin, E. Vianello, O. Bichler, M. Azzaz +6 more
2015IEEE/ACM International Symposium on Nanoscale Architectures19 citations
Semantic Scholar
Probabilistic neuromorphic system using binary phase-change memory (PCM) synapses: Detailed power consumption analysis
D. Garbin, Manan Suri, O. Bichler, D. Querlioz +2 more
20132013 13th IEEE International Conference on Nanotechnology (IEEE-NANO 2013)19 citations
Semantic Scholar
Advanced technologies for brain-inspired computing
F. Clermidy, R. Héliot, A. Valentian, C. Gamrat +4 more
2014Asia and South Pacific Design Automation Conference18 citations
Semantic Scholar
Resistive Memories for Spike-Based Neuromorphic Circuits
E. Vianello, T. Werner, O. Bichler, A. Valentian +4 more
2017International Memory Workshop16 citations
Semantic Scholar
Interface Engineering of PCM for Improved Synaptic Performance in Neuromorphic Systems
Manan Suri, O. Bichler, Q. Hubert, L. Perniola +5 more
20122012 4th IEEE International Memory Workshop15 citations
Semantic Scholar
Lattice Quantization
Clément Metz, Thibault Allenet, Johannes C. Thiele, A. Dupret +1 more
2023Design, Automation and Test in Europe13 citations
Semantic Scholar
OvA-INN: Continual Learning with Invertible Neural Networks
Guillaume Hocquet, O. Bichler, D. Querlioz
2020IEEE International Joint Conference on Neural Network13 citations Open access
Semantic Scholar
Advanced 3D Technologies and Architectures for 3D Smart Image Sensors
P. Vivet, G. Sicard, L. Millet, S. Chevobbe +13 more
2019Design, Automation and Test in Europe13 citations
Semantic Scholar
Design study of efficient digital order-based STDP neuron implementations for extracting temporal features
David Roclin, O. Bichler, C. Gamrat, S. Thorpe +1 more
2013IEEE International Joint Conference on Neural Network12 citations
Semantic Scholar
A Timescale Invariant STDP-Based Spiking Deep Network for Unsupervised Online Feature Extraction from Event-Based Sensor Data
Johannes C. Thiele, O. Bichler, A. Dupret
2018IEEE International Joint Conference on Neural Network11 citations
Semantic Scholar
Emerging resistive memories for low power embedded applications and neuromorphic systems
B. De Salvo, E. Vianello, O. Thomas, F. Clermidy +3 more
2015International Symposium on Circuits and Systems11 citations
Semantic Scholar
Memristive based device arrays combined with Spike based coding can enable efficient implementations of embedded neuromorphic circuits
C. Gamrat, O. Bichler, David Roclin
2015International Electron Devices Meeting11 citations
Semantic Scholar
From Memory in our Brain to Emerging Resistive Memories in Neuromorphic Systems
B. De Salvo, E. Vianello, D. Garbin, O. Bichler +1 more
2015International Memory Workshop10 citations
Semantic Scholar
Spin-Transfer Torque Magnetic Memory as a Stochastic Memristive Synapse for Neuromorphic Systems
A. Vincent, J. Larroque, N. Locatelli, N. Ben Romdhane +6 more
2015IEEE Transactions on Biomedical Circuits and Systems10 citations
Semantic Scholar
PNeuro: A scalable energy-efficient programmable hardware accelerator for neural networks
Alexandre Carbon, Jean-Marc Philippe, O. Bichler, R. Schmit +5 more
2018Design, Automation and Test in Europe9 citations
Semantic Scholar
Disentangled Loss for Low-Bit Quantization-Aware Training
Thibault Allenet, David Briand, O. Bichler, Olivier Sentieys
20222022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)6 citations Open access
Semantic Scholar
Sneak paths effects in CBRAM memristive devices arrays for spiking neural networks
David Roclin, O. Bichler, C. Gamrat, Jacques-Olivier Klein
2014IEEE/ACM International Symposium on Nanoscale Architectures6 citations
Semantic Scholar
A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation
Johannes C. Thiele, O. Bichler, A. Dupret, S. Solinas +1 more
2019IEEE International Joint Conference on Neural Network5 citations Open access
Semantic Scholar
Multiple Binary OxRAMs as Synapses for Convolutional Neural Networks
E. Vianello, D. Garbin, O. Bichler, G. Piccolboni +3 more
20175 citations
Semantic Scholar
Development of a functional model for the Nanoparticle-Organic Memory transistor
O. Bichler, W.-S. Zhao, C. Gamrat, F. Alibart +2 more
2010Proceedings of 2010 IEEE International Symposium on Circuits and Systems4 citations
Semantic Scholar
Real-time decoding of brain activity by embedded Spiking Neural Networks using OxRAM synapses
T. Werner, D. Garbin, E. Vianello, O. Bichler +4 more
2016International Symposium on Circuits and Systems3 citations
Semantic Scholar
Keynote) Oxide based Resistive Memories for Low Power Embedded Applications and Neuromorphic Systems
E. Vianello, D. Garbin, N. Jovanovic, O. Bichler +3 more
20153 citations Open access
Semantic Scholar