Concepedia

Emre Neftci

EN

Statistics

Publications

51

Citations

4.9K

H-Index

27

Active since

2010

Affiliations

University of California, Irvine(Current)

University of California San Diego

SIB Swiss Institute of Bioinformatics

University of Zurich

ETH Zurich

Emre Neftci is an author at University of California, Irvine specializing in spiking neural networks, neuromorphic hardware, and neural networks.

ORCID

Publications per year

2010–2025

51

Publications

51

Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-Based Optimization to Spiking Neural Networks

Emre Neftci, Hesham Mostafa, Friedemann Zenke · IEEE Signal Processing Magazine · 2019 · 1.4K citations

, , +12

Training Spiking Neural Networks Using Lessons From Deep Learning

Jason K. Eshraghian, Max Ward, Emre Neftci et al. · Proceedings of the IEEE · 2023 · 685 citations · Full text

, , +16

Reinforcement learning in artificial and biological systems

Emre Neftci, Bruno B. Averbeck · Nature Machine Intelligence · 2019 · 317 citations

, , +14

Synaptic Plasticity Dynamics for Deep Continuous Local Learning (DECOLLE)

Jacques Kaiser, Hesham Mostafa, Emre Neftci · Frontiers in Neuroscience · 2020 · 286 citations · Full text

, , +16

Event-Driven Random Back-Propagation: Enabling Neuromorphic Deep Learning Machines

Emre Neftci, Charles Augustine, Somnath Paul et al. · Frontiers in Neuroscience · 2017 · 240 citations · Full text

, , +15

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