Emre Neftci
Emre Neftci
Assistant Professor, Department of Cognitive Sciences, UC Irvine
Verified email at uci.edu - Homepage
TitleCited byYear
Event-driven contrastive divergence for spiking neuromorphic systems
E Neftci, S Das, B Pedroni, K Kreutz-Delgado, G Cauwenberghs
Frontiers in neuroscience 7, 2014
1482014
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
1172013
Event-driven random back-propagation: Enabling neuromorphic deep learning machines
E Neftci, C Augustine, S Paul, G Detorakis
Frontiers in neuroscience, 2017
106*2017
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
75*2016
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
60*2016
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
532014
A systematic method for configuring VLSI networks of spiking neurons
E Neftci, E Chicca, G Indiveri, R Douglas
Neural computation, 1-41, 2011
522011
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
382016
Learning of chunking sequences in cognition and behavior
J Fonollosa, E Neftci, M Rabinovich
PLoS computational biology 11 (11), e1004592, 2015
322015
A device mismatch compensation method for VLSI neural networks
E Neftci, G Indiveri
2010 Biomedical Circuits and Systems Conference (BioCAS), 262-265, 2010
292010
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
262016
Neuromorphic architectures with electronic synapses
SB Eryilmaz, S Joshi, E Neftci, W Wan, G Cauwenberghs, HSP Wong
2016 17th International Symposium on Quality Electronic Design (ISQED), 118-123, 2016
222016
Data and power efficient intelligence with neuromorphic learning machines
EO Neftci
iScience 5, 52-68, 2018
182018
Memristor-based neural networks: Synaptic versus neuronal stochasticity
R Naous, M AlShedivat, E Neftci, G Cauwenberghs, KN Salama
AIP Advances 6 (11), 111304, 2016
182016
Systematic configuration and automatic tuning of neuromorphic systems
S Sheik, F Stefanini, E Neftci, E Chicca, G Indiveri
2011 IEEE International Symposium of Circuits and Systems (ISCAS), 873-876, 2011
182011
Surrogate gradient learning in spiking neural networks
EO Neftci, H Mostafa, F Zenke
arXiv preprint arXiv:1901.09948, 2019
172019
State-dependent sensory processing in networks of VLSI spiking neurons
E Neftci, E Chicca, M Cook, G Indiveri, R Douglas
Circuits and Systems (ISCAS), Proceedings of 2010 IEEE International …, 2010
172010
Inherently stochastic spiking neurons for probabilistic neural computation
M Al-Shedivat, R Naous, E Neftci, G Cauwenberghs, KN Salama
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 356-359, 2015
162015
PyNCS: a microkernel for high-level definition and configuration of neuromorphic electronic systems
F Stefanini, EO Neftci, S Sheik, G Indiveri
Frontiers in neuroinformatics 8, 73, 2014
142014
Real-time inference in a VLSI spiking neural network
D Corneil, D Sonnleithner, E Neftci, E Chicca, M Cook, G Indiveri, ...
2012 IEEE International Symposium on Circuits and Systems, 2425-2428, 2012
142012
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Articles 1–20