| Event-based, timescale invariant unsupervised online deep learning with STDP JC Thiele, O Bichler, A Dupret Frontiers in Computational Neuroscience 12, 46, 2018 | 88 | 2018 |
| SpikeGrad: An ANN-equivalent Computation Model for Implementing Backpropagation with Spikes JC Thiele, O Bichler, A Dupret 2020 International Conference on Learning Representations (ICLR), 2020 | 42 | 2020 |
| N2D2-Neural Network Design & Deployment O Bichler, D Briand, V Gacoin, B Bertelone, T Allenet, JC Thiele Manual available on Github, 2017 | 19 | 2017 |
| A wake-sleep algorithm for recurrent, spiking neural networks JC Thiele, P Diehl, M Cook NIPS 2016 workshop "Computing with Spikes", 2016 | 16 | 2016 |
| A Timescale Invariant STDP-Based Spiking Deep Network for Unsupervised Online Feature Extraction from Event-Based Sensor Data JC Thiele, O Bichler, A Dupret 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 12 | 2018 |
| A Spiking Network for Inference of Relations Trained with Neuromorphic Backpropagation JC Thiele, O Bichler, A Dupret, S Solinas, G Indiveri 2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019 | 10* | 2019 |
| Critical phenomena of a hybrid phase transition in cluster merging dynamics K Choi, D Lee, YS Cho, JC Thiele, HJ Herrmann, B Kahng Physical Review E 96 (4), 042148, 2017 | 10 | 2017 |
| Backpropagation of errors in pulsed form in a pulsed neural network J Thiele, O Bichler US Patent App. 17/287,277, 2021 | 4 | 2021 |
| A STDP based learning method for a network having dual accumumator neurons JC Thiele, O Bichler EP Patent App. 17203159.3 - 1,221, 2018 | 4* | 2018 |
| The role of information in group formation S Bennati, L Wossnig, JC Thiele Proceedings of the 8th International Conference on Agents and Artificial …, 2016 | 3 | 2016 |
| Lattice Quantization C Metz, T Allenet, J Thiele, A Dupret, O Bichler 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023 | 2 | 2023 |
| Using STDP for unsupervised, event-based online learning JC Thiele, O Bichler, A Dupret NIPS 2017 workshop on "Cognitively Inspired Artificial Intelligence", 2017 | 2 | 2017 |
| Memory circuit for storing parsimonious data V Lorrain, O Bichler, D Briand, JC Thiele US Patent 11,886,719, 2024 | 1 | 2024 |
| Deep learning in event-based neuromorphic systems JC Thiele Université Paris-Saclay, 2019 | 1 | 2019 |
| Method and device for binary coding of signals in order to implement digital MAC operations with dynamic precision JC Thiele, O Bichler, M Duranton, V Lorrain US Patent 12,003,255, 2024 | | 2024 |
| Process for optimizing the operation of a computer implementing a neural network V Lorrain, JC Thiele US Patent App. 17/952,849, 2023 | | 2023 |
| METHOD AND DEVICE FOR ADDITIVE CODING OF SIGNALS IN ORDER TO IMPLEMENT DIGITAL MAC OPERATIONS WITH DYNAMIC PRECISION JC Thiele, O Bichler, V Lorrain US Patent App. 17/784,656, 2023 | | 2023 |
| ELECTRONIC CALCULATOR FOR THE IMPLEMENTATION OF AN ARTIFICIAL NEURAL NETWORK, WITH CALCULATION BLOCKS OF SEVERAL TYPES V Lorrain, O Bichler, D Briand, JC Thiele US Patent App. 17/475,964, 2022 | | 2022 |
| MULTIPLIER BY MULTIPLEXED OFFSETS AND ADDITION, RELATED ELECTRONIC CALCULATOR FOR THE IMPLEMENTATION OF A NEURAL NETWORK AND LEARNING METHOD V Lorrain, O Bichler, D Briand, JC Thiele US Patent App. 17/448,123, 2022 | | 2022 |
| Ternarized backpropagation for efficient on-chip training of spiking neural networks JC Thiele, O Bichler, A Dupret Cognitive Computing 2018 - Merging Concepts with Hardware, 2018 | | 2018 |
Olivier BichlerCEA, LISTVerified email at cea.fr
