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Johannes C. Thiele
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Year
Event-based, timescale invariant unsupervised online deep learning with STDP
JC Thiele, O Bichler, A Dupret
Frontiers in Computational Neuroscience 12, 46, 2018
822018
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
442020
N2D2-Neural Network Design & Deployment
O Bichler, D Briand, V Gacoin, B Bertelone, T Allenet, JC Thiele
Manual available on Github, 2017
192017
A wake-sleep algorithm for recurrent, spiking neural networks
JC Thiele, P Diehl, M Cook
NIPS 2016 workshop "Computing with Spikes", 2016
152016
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
122018
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
82017
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
32016
Deep learning in event-based neuromorphic systems
JC Thiele
Université Paris-Saclay, 2019
22019
Using STDP for unsupervised, event-based online learning
JC Thiele, O Bichler, A Dupret
NIPS 2017 workshop on "Cognitively Inspired Artificial Intelligence", 2017
22017
Lattice Quantization
C Metz, T Allenet, J Thiele, A Dupret, O Bichler
2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-2, 2023
12023
Backpropagation of errors in pulsed form in a pulsed neural network
J Thiele, O Bichler
US Patent App. 17/287,277, 2021
12021
Process for optimizing the operation of a computer implementing a neural network
V Lorrain, JC Thiele
US Patent App. 17/952,849, 2023
2023
MEMORY CIRCUIT FOR STORING PARSIMONIOUS DATA
V Lorrain, O Bichler, D Briand, JC Thiele
US Patent App. 17/843,975, 2023
2023
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 App. 17/787,300, 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
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