Neuromorphic Hardware

Neuromorphic Hardware is specialized computing hardware that embodies the structural and operational principles of biological neural systems, particularly through event-driven, low-power processing and parallel architectures designed to efficiently implement spiking neural networks at the edge.

6.3K

Publications

417.3K

Citations

17.4K

Authors

2.4K

Institutions

Publications per year

2017–2026

4.3K

Parents

Edge DevicesSpiking Neural Networks

Publications

6.3K

Nanoscale Memristor Device as Synapse in Neuromorphic Systems

Sung Hyun Jo, Ting‐Chang Chang, Idongesit E. Ebong et al. · Nano Letters · 2010 · 4.1K citations

Life Sciences, Electrical Engineering, Materials Science +17

A million spiking-neuron integrated circuit with a scalable communication network and interface

Paul Merolla, John V. Arthur, Rodrigo Alvarez-Icaza et al. · Science · 2014 · 4.1K citations

Engineering, Computer Engineering, Electrical Engineering +17

Loihi: A Neuromorphic Manycore Processor with On-Chip Learning

Mike Davies, Narayan Srinivasa, Tsung-Han Lin et al. · IEEE Micro · 2018 · 3.7K citations

Engineering, Computer Engineering, Computational Neuroscience +16

Training and operation of an integrated neuromorphic network based on metal-oxide memristors

M. Prezioso, Farshad Merrikh‐Bayat, Brian D. Hoskins et al. · Nature · 2015 · 2.9K citations · Full text

Life Sciences, Electrical Engineering, Materials Science +12

A massively parallel architecture for a self-organizing neural pattern recognition machine

Gail A. Carpenter, Stephen Grossberg · Computer Vision Graphics and Image Processing · 1987 · 2.5K citations

Computing, Computer Engineering, Computer Science +14

1–5 of 6.3K

Authors

17.4K

GI
Giacomo Indiveri
ETH Zurich, Switzerland
139 publications · 13.1K citations
47
h-index
SY
Shimeng Yu
Georgia Institute of Technology, United States
73 publications · 11.7K citations
46
h-index
KR
Kaushik Roy
Purdue University West Lafayette, United States
66 publications · 3.8K citations
36
h-index
HW
Huaqiang Wu
Tsinghua University, China
45 publications · 7.6K citations
34
h-index
BG
Bin Gao
Tsinghua University, China
47 publications · 6.5K citations
34
h-index

1–5 of 17.4K

Institutions

2.4K

1–8 of 2.4K

Venues

Nature Communications
163 publications · 24.4K citations
87
h-index
Advanced Functional Materials
167 publications · 16.1K citations
73
h-index
Advanced Materials
122 publications · 15.6K citations
69
h-index
Frontiers in Neuroscience
185 publications · 14.5K citations
58
h-index
ACS Applied Materials & Interfaces
132 publications · 7.8K citations
53
h-index

1–5