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Emre Neftci
Emre Neftci
Institute Director, Forschungszentrum Jülich; Professor, RWTH Aachen
Bestätigte E-Mail-Adresse bei fz-juelich.de - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Surrogate gradient learning in spiking neural networks: Bringing the power of gradient-based optimization to spiking neural networks
EO Neftci, H Mostafa, F Zenke
IEEE Signal Processing Magazine 36 (6), 51-63, 2019
8882019
Event-driven random back-propagation: Enabling neuromorphic deep learning machines
E Neftci, C Augustine, S Paul, G Detorakis
Frontiers in neuroscience, 2017
3062017
Event-driven contrastive divergence for spiking neuromorphic systems
E Neftci, S Das, B Pedroni, K Kreutz-Delgado, G Cauwenberghs
Frontiers in neuroscience 7, 2014
2472014
2022 roadmap on neuromorphic computing and engineering
DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ...
Neuromorphic Computing and Engineering 2 (2), 022501, 2022
2302022
Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware
EN Peter U. Diehl, Guido Zarrella, Andrew Cassidy, Bruno U. Pedroni
arXiv preprint arXiv:1601.04187, 2016
229*2016
Synaptic plasticity dynamics for deep continuous local learning (DECOLLE)
J Kaiser, H Mostafa, E Neftci
Frontiers in Neuroscience 14, 424, 2020
2242020
Reinforcement learning in artificial and biological systems
EO Neftci, BB Averbeck
Nature Machine Intelligence, 3, 2019
2082019
Training spiking neural networks using lessons from deep learning
JK Eshraghian, M Ward, EO Neftci, X Wang, G Lenz, G Dwivedi, ...
Proceedings of the IEEE, 2023
2012023
Synthesizing cognition in neuromorphic electronic systems
E Neftci, J Binas, U Rutishauser, E Chicca, G Indiveri, RJ Douglas
Proceedings of the National Academy of Sciences 110 (37), E3468-E3476, 2013
1722013
Stochastic synapses enable efficient brain-inspired learning machines
EO Neftci, BU Pedroni, S Joshi, M Al-Shedivat, G Cauwenberghs
Frontiers in neuroscience 10, 241, 2016
1522016
A 65k-neuron 73-Mevents/s 22-pJ/event asynchronous micro-pipelined integrate-and-fire array transceiver
J Park, S Ha, T Yu, E Neftci, G Cauwenberghs
2014 IEEE Biomedical Circuits and Systems Conference (BioCAS) Proceedings …, 2014
932014
Truehappiness: Neuromorphic emotion recognition on truenorth
PU Diehl, BU Pedroni, A Cassidy, P Merolla, E Neftci, G Zarrella
2016 international joint conference on neural networks (ijcnn), 4278-4285, 2016
892016
Brain-inspired learning on neuromorphic substrates
F Zenke, EO Neftci
Proceedings of the IEEE 109 (5), 935-950, 2021
742021
A systematic method for configuring VLSI networks of spiking neurons
E Neftci, E Chicca, G Indiveri, R Douglas
Neural computation, 1-41, 2011
692011
Learning of chunking sequences in cognition and behavior
J Fonollosa, E Neftci, M Rabinovich
PLoS computational biology 11 (11), e1004592, 2015
622015
Visualizing a joint future of neuroscience and neuromorphic engineering
F Zenke, SM Bohté, C Clopath, IM Comşa, J Göltz, W Maass, ...
Neuron 109 (4), 571-575, 2021
562021
Spiking neural networks for inference and learning: A memristor-based design perspective
ME Fouda, F Kurdahi, A Eltawil, E Neftci
Memristive Devices for Brain-Inspired Computing, 499-530, 2020
502020
Data and power efficient intelligence with neuromorphic learning machines
EO Neftci
Iscience 5, 52-68, 2018
492018
Training a probabilistic graphical model with resistive switching electronic synapses
SB Eryilmaz, E Neftci, S Joshi, SB Kim, M BrightSky, HL Lung, C Lam, ...
IEEE Transactions on Electron Devices 63 (12), 5004-5011, 2016
492016
Online few-shot gesture learning on a neuromorphic processor
K Stewart, G Orchard, SB Shrestha, E Neftci
IEEE Journal on Emerging and Selected Topics in Circuits and Systems 10 (4 …, 2020
412020
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