Seguir
Emre Neftci
Emre Neftci
Institute Director, Forschungszentrum Jülich; Professor, RWTH Aachen
Dirección de correo verificada de fz-juelich.de - Página principal
Título
Citado por
Citado por
Año
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
10752019
Event-driven random back-propagation: Enabling neuromorphic deep learning machines
E Neftci, C Augustine, S Paul, G Detorakis
Frontiers in neuroscience, 2017
3312017
2022 roadmap on neuromorphic computing and engineering
DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ...
Neuromorphic Computing and Engineering 2 (2), 022501, 2022
3192022
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
3022023
Synaptic plasticity dynamics for deep continuous local learning (DECOLLE)
J Kaiser, H Mostafa, E Neftci
Frontiers in Neuroscience 14, 515306, 2020
2632020
Event-driven contrastive divergence for spiking neuromorphic systems
E Neftci, S Das, B Pedroni, K Kreutz-Delgado, G Cauwenberghs
Frontiers in neuroscience 7, 2014
2562014
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
246*2016
Reinforcement learning in artificial and biological systems
EO Neftci, BB Averbeck
Nature Machine Intelligence, 3, 2019
2372019
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
1752013
Stochastic synapses enable efficient brain-inspired learning machines
EO Neftci, BU Pedroni, S Joshi, M Al-Shedivat, G Cauwenberghs
Frontiers in neuroscience 10, 185771, 2016
1622016
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
982014
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
952016
Brain-inspired learning on neuromorphic substrates
F Zenke, EO Neftci
Proceedings of the IEEE 109 (5), 935-950, 2021
822021
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
692021
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
672015
Data and power efficient intelligence with neuromorphic learning machines
EO Neftci
Iscience 5, 52-68, 2018
512018
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
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
462020
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
452020
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20