Hesham Mostafa - Publications, H-index & Citations

Hesham Mostafa

Intel Corporation

16H指数

59论文数

3.6K被引数

收录论文 11

发表时间

Distributed Training of Large Graph Neural Networks With Variable Communication Rates 大型图神经网络变通信率分布式训练

IEEE Transactions on Signal and Information Processing over Networks

IF4.9

2025-01-01

PREAI

Juan Cerviño; Md Asadullah Turja; Hesham Mostafa; Nageen Himayat; Alejandro Ribeiro

Synaptic Plasticity Dynamics for Deep Continuous Local Learning (DECOLLE)

FRONTIERS IN NEUROSCIENCE

IF3.2

2020-05-12

186

OAAI

Kaiser, Jacques; Mostafa, Hesham; Neftci, Emre

Surrogate Gradient Learning in Spiking Neural Networks: Bringing the Power of Gradient-based optimization to spiking neural networks

IEEE SIGNAL PROCESSING MAGAZINE

IF9.6

2019-11-01

690

OAAI

Neftci, Emre O.; Mostafa, Hesham; Zenke, Friedemann

NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature Maps

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-03-01

209

OAAI

Aimar, Alessandro; Mostafa, Hesham; Calabrese, Enrico; Rios-Navarro, Antonio; Tapiador-Morales, Ricardo; Lungu, Iulia-Alexandra; Milde, Moritz B.; Corradi, Federico; Linares-Barranco, Alejandro; Liu, Shih-Chii; Delbruck, Tobi

Deep Supervised Learning Using Local Errors

FRONTIERS IN NEUROSCIENCE

IF3.2

2018-08-31

OAAI

Mostafa, Hesham; Ramesh, Vishwajith; Cauwenberghs, Gert

Spike-driven threshold-based learning with memristive synapses and neuromorphic silicon neurons

JOURNAL OF PHYSICS D-APPLIED PHYSICS

IF3.2

2018-07-30

OAAI

Covi, E.; George, R.; Frascaroli, J.; Brivio, S.; Mayr, C.; Mostafa, H.; Indiveri, G.; Spiga, S.

Hardware-Efficient On-line Learning through Pipelined Truncated-Error Backpropagation in Binary-State Networks

FRONTIERS IN NEUROSCIENCE

IF3.2

2017-09-06

OAAI

Mostafa, Hesham; Pedroni, Bruno; Sheik, Sadique; Cauwenberghs, Gert

Supervised Learning Based on Temporal Coding in Spiking Neural Networks

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2017-01-01

178

OAAI

Mostafa, Hesham

An event-based architecture for solving constraint satisfaction problems

NATURE COMMUNICATIONS

IF15.7

2015-12-08

OAAI

Mostafa, Hesham; Mueller, Lorenz K.; Indiveri, Giacomo

Implementation of a spike-based perceptron learning rule using TiO2-x memristors

FRONTIERS IN NEUROSCIENCE

IF3.2

2015-10-02

OAAI

Mostafa, Hesham; Khiat, Ali; Serb, Alexander; Mayr, Christian G.; Indiveri, Giacomo; Prodromakis, Themis

A reconfigurable on-line learning spiking neuromorphic processor comprising 256 neurons and 128K synapses

FRONTIERS IN NEUROSCIENCE

IF3.2

2015-04-29

534

OAAI

Qiao, Ning; Mostafa, Hesham; Corradi, Federico; Osswald, Marc; Stefanini, Fabio; Sumislawska, Dora; Indiveri, Giacomo

研究方向