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
Georgios DetorakisUniversity of California IrvineVerified email at uci.edu
Elisabetta ChiccaZernike Institute for Advanced Materials - University of GroningenVerified email at rug.nl
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
Hesham MostafaResearch scientist, Intel CorporationVerified email at intel.com
Friedemann ZenkeFriedrich Miescher Institute (FMI)Verified email at fmi.ch
Maruan Al-ShedivatGenesis TherapeuticsVerified email at genesistherapeutics.ai
Jacques KaiserDeepScenarioVerified email at deepscenario.com
Kenneth Michael StewartComputer Science PhD student, University of California, IrvineVerified email at uci.edu
Ken Kreutz-DelgadoUCSDVerified email at eng.ucsd.edu
Sadique SheikVP, Artificial Intelligence, SynSense (formerly aiCTX)Verified email at synsense.ai
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
Jeff KrichmarProfessor of Cognitive Sciences, Professor of Computer Science, 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	558	2019
Event-driven random back-propagation: Enabling neuromorphic deep learning machines E Neftci, C Augustine, S Paul, G Detorakis Frontiers in neuroscience, 2017	271	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	225	2014
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	199*	2016
Reinforcement learning in artificial and biological systems EO Neftci, BB Averbeck Nature Machine Intelligence, 3, 2019	172	2019
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	158	2013
Synaptic plasticity dynamics for deep continuous local learning (DECOLLE) J Kaiser, H Mostafa, E Neftci Frontiers in Neuroscience 14, 424, 2020	154	2020
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	137	2016
2022 roadmap on neuromorphic computing and engineering DV Christensen, R Dittmann, B Linares-Barranco, A Sebastian, ... Neuromorphic Computing and Engineering 2 (2), 022501, 2022	93	2022
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	83	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	80	2016
Training spiking neural networks using lessons from deep learning JK Eshraghian, M Ward, E Neftci, X Wang, G Lenz, G Dwivedi, ... arXiv preprint arXiv:2109.12894, 2021	76	2021
A systematic method for configuring VLSI networks of spiking neurons E Neftci, E Chicca, G Indiveri, R Douglas Neural computation, 1-41, 2011	65	2011
Learning of chunking sequences in cognition and behavior J Fonollosa, E Neftci, M Rabinovich PLoS computational biology 11 (11), e1004592, 2015	52	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	46	2016
Brain-inspired learning on neuromorphic substrates F Zenke, EO Neftci Proceedings of the IEEE 109 (5), 935-950, 2021	45	2021
Data and power efficient intelligence with neuromorphic learning machines EO Neftci Iscience 5, 52-68, 2018	45	2018
A device mismatch compensation method for VLSI neural networks E Neftci, G Indiveri 2010 Biomedical Circuits and Systems Conference (BioCAS), 262-265, 2010	41	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	39	2016
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	36	2021

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