Emre Neftci

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 · 1.3K citations

Engineering, Gradient-based Optimization, Neurochip +18

Training Spiking Neural Networks Using Lessons From Deep Learning

Jason K. Eshraghian, Max Ward, Emre Neftci et al. · Proceedings of the IEEE · 2023 · 588 citations · Full text

Engineering, Neural Networks (Machine Learning), Social Sciences +17

Reinforcement learning in artificial and biological systems

Emre Neftci, Bruno B. Averbeck · Nature Machine Intelligence · 2019 · 301 citations

Artificial Intelligence, Multi-agent Learning, Biological Computation +1

Synaptic Plasticity Dynamics for Deep Continuous Local Learning (DECOLLE)

Jacques Kaiser, Hesham Mostafa, Emre Neftci · Frontiers in Neuroscience · 2020 · 278 citations · Full text

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

Emre Neftci, Charles Augustine, Somnath Paul et al. · Frontiers in Neuroscience · 2017 · 232 citations · Full text

Synaptic Plasticity, Deep Neural Networks, Engineering +15