Emre Neftci

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Gert CauwenberghsProfessor of Bioengineering and Co-Director, Institute for Neural Computation, UC San DiegoVerified email at ucsd.edu
Giacomo IndiveriInstitute of Neuroinformatics, University of Zurich and ETH ZurichVerified email at ini.uzh.ch
Bruno U PedroniPostdoctoral Scholar, UC San DiegoVerified email at eng.ucsd.edu
Elisabetta ChiccaZernike Institute for Advanced Materials - University of GroningenVerified email at rug.nl
Georgios DetorakisUniversity of California IrvineVerified email at uci.edu
Rodney DouglasProfessor of Computational NeuroscienceVerified email at ini.phys.ethz.ch
Siddharth JoshiAssistant Professor at University of Notre Dame, Dept. of Comp. Science and Eng. and Dept. ofVerified email at nd.edu
Charles AugustineStaff Research Scientist, Intel Circuit Research LabsVerified email at intel.com
somnath paulIntel CorporationVerified email at intel.com
Maruan Al-ShedivatPrincipal Research Scientist @ Genesis TherapeuticsVerified email at genesistherapeutics.ai
Ken Kreutz-DelgadoUCSDVerified email at eng.ucsd.edu
Hesham MostafaResearch scientist, Intel CorporationVerified email at intel.com
Sadique SheikDirector, Algorithms and Applications, SynSense (formerly aiCTX)Verified email at synsense.ai
Friedemann ZenkeFriedrich Miescher Institute for Biomedical ResearchVerified email at fmi.ch
Jacques KaiserPhD student in neurorobotics at FZI, within the Human Brain ProjectVerified email at fzi.de
Khaled N. SalamaElectrical and Computer Engineering, King Abdullah University of Science and Technology (KAUST)Verified email at kaust.edu.sa
Rawan NaousUniversity of California, BerkeleyVerified email at berkeley.edu
Mohammed E. FoudaUCIVerified email at ieee.org
Ahmed EltawilProfessor of Electrical and Computer Engineering, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Fadi KurdahiProfessor of EECS, University of California, IrvineVerified email at uci.edu

Emre Neftci

Institute Director, Forschungszentrum Jülich; Professor, RWTH Aachen; Associate Professor UC Irvine

Verified email at fz-juelich.de - Homepage

Neuromorphic Engineering Computational Neuroscience Cognitive Systems and Behavior Machine Learning


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	251	2019
Event-driven random back-propagation: Enabling neuromorphic deep learning machines E Neftci, C Augustine, S Paul, G Detorakis Frontiers in neuroscience, 2017	210	2017
Event-driven contrastive divergence for spiking neuromorphic systems E Neftci, S Das, B Pedroni, K Kreutz-Delgado, G Cauwenberghs Frontiers in neuroscience 7, 2014	210	2014
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	143	2013
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	139*	2016
Reinforcement learning in artificial and biological systems EO Neftci, BB Averbeck Nature Machine Intelligence, 3, 2019	117	2019
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	116*	2016
Synaptic plasticity dynamics for deep continuous local learning (DECOLLE) J Kaiser, H Mostafa, E Neftci Frontiers in Neuroscience 14, 424, 2020	81	2020
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	76	2014
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	64	2016
A systematic method for configuring VLSI networks of spiking neurons E Neftci, E Chicca, G Indiveri, R Douglas Neural computation, 1-41, 2011	61	2011
Learning of chunking sequences in cognition and behavior J Fonollosa, E Neftci, M Rabinovich PLoS computational biology 11 (11), e1004592, 2015	46	2015
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	42	2016
Data and power efficient intelligence with neuromorphic learning machines EO Neftci Iscience 5, 52-68, 2018	37	2018
A device mismatch compensation method for VLSI neural networks E Neftci, G Indiveri 2010 Biomedical Circuits and Systems Conference (BioCAS), 262-265, 2010	37	2010
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	34	2016
Memristor-based neural networks: Synaptic versus neuronal stochasticity R Naous, M AlShedivat, E Neftci, G Cauwenberghs, KN Salama Aip Advances 6 (11), 111304, 2016	28	2016
Neural and synaptic array transceiver: A brain-inspired computing framework for embedded learning G Detorakis, S Sheik, C Augustine, S Paul, BU Pedroni, N Dutt, J Krichmar, ... Frontiers in neuroscience 12, 583, 2018	23	2018
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	22	2015
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	20	2011

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