Concepedia
Statistics
Publications
21
Citations
3.5K
H-Index
16
Active since
2014
Affiliations
ETH Zurich(Current)
University of Zurich
SIB Swiss Institute of Bioinformatics
University of California San Diego
Intel (United States)
Hesham Mostafa is an author at ETH Zurich specializing in engineering, computer science, and computational neuroscience.
Top concepts
EngineeringComputer ScienceNeuroscienceSocial SciencesComputational NeuroscienceDeep LearningNeuromorphic EngineeringSynaptic PlasticityComputer EngineeringSpiking Neural Networks
Publications per year
2014–2023
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
A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses
Ning Qiao, Hesham Mostafa, Federico Corradi et al. · Frontiers in Neuroscience · 2015 · 676 citations · Full text
Engineering, Neuromorphic Processor, Computer Architecture +17
Supervised Learning Based on Temporal Coding in Spiking Neural Networks
Hesham Mostafa · IEEE Transactions on Neural Networks and Learning Systems · 2017 · 340 citations
Engineering, Neurodynamics, Complex Temporal Information +14
NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps
Alessandro Aimar, Hesham Mostafa, Enrico Calabrese et al. · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 281 citations
Synaptic Plasticity Dynamics for Deep Continuous Local Learning (DECOLLE)
Jacques Kaiser, Hesham Mostafa, Emre Neftci · Frontiers in Neuroscience · 2020 · 278 citations · Full text
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