Johannes C. Thiele
Johannes C. Thiele
CEA/LIST
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Event-based, timescale invariant unsupervised online deep learning with STDP
JC Thiele, O Bichler, A Dupret
Frontiers in Computational Neuroscience 12, 46, 2018
332018
A wake-sleep algorithm for recurrent, spiking neural networks
JC Thiele, P Diehl, M Cook
NIPS 2016 workshop "Computing with Spikes", 2016
82016
N2D2-Neural Network Design & Deployment
O Bichler, D Briand, V Gacoin, B Bertelone, T Allenet, JC Thiele
Manual available on Github, 2017
72017
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
62020
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
62018
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
52017
The role of information in group formation
S Bennati, L Wossnig, JC Thiele
Proceedings of the 8th International Conference on Agents and Artificial …, 2016
32016
Using STDP for unsupervised, event-based online learning
JC Thiele, O Bichler, A Dupret
NIPS 2017 workshop on "Cognitively Inspired Artificial Intelligence", 2017
22017
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
12019
Deep learning in event-based neuromorphic systems
JC Thiele
Université Paris-Saclay, 2019
2019
A STDP based learning method for a network having dual accumumator neurons
JC Thiele, O Bichler
EP Patent App. 17203159.3 - 1,221, 2018
2018
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
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Artículos 1–12