Large-scale neuromorphic computing systems

S Furber - Journal of neural engineering, 2016 - iopscience.iop.org
Neuromorphic computing covers a diverse range of approaches to information processing
all of which demonstrate some degree of neurobiological inspiration that differentiates them …

[HTML][HTML] Frontiers in neuromorphic engineering

G Indiveri, TK Horiuchi - Frontiers in neuroscience, 2011 - frontiersin.org
Neurobiological processing systems are remarkable computational devices. They use slow,
stochastic, and inhomogeneous computing elements and yet they outperform today's most …

A survey of neuromorphic computing and neural networks in hardware

CD Schuman, TE Potok, RM Patton, JD Birdwell… - arXiv preprint arXiv …, 2017 - arxiv.org
Neuromorphic computing has come to refer to a variety of brain-inspired computers, devices,
and models that contrast the pervasive von Neumann computer architecture. This …

[HTML][HTML] Large-scale neuromorphic spiking array processors: A quest to mimic the brain

CS Thakur, JL Molin, G Cauwenberghs… - Frontiers in …, 2018 - frontiersin.org
Neuromorphic engineering (NE) encompasses a diverse range of approaches to information
processing that are inspired by neurobiological systems, and this feature distinguishes …

[HTML][HTML] Finding a roadmap to achieve large neuromorphic hardware systems

J Hasler, B Marr - Frontiers in neuroscience, 2013 - frontiersin.org
Neuromorphic systems are gaining increasing importance in an era where CMOS digital
computing techniques are reaching physical limits. These silicon systems mimic extremely …

How we created neuromorphic engineering

C Mead - Nature Electronics, 2020 - nature.com
How we created neuromorphic engineering | Nature Electronics Skip to main content Thank
you for visiting nature.com. You are using a browser version with limited support for CSS. To …

Neuromorphic analogue VLSI

R Douglas, M Mahowald… - Annual review of …, 1995 - authors.library.caltech.edu
Neuromorphic systems emulate the organization and function of nervous systems. They are
usually composed of analogue electronic circuits that are fabricated in the complementary …

Artificial cognitive systems: From VLSI networks of spiking neurons to neuromorphic cognition

G Indiveri, E Chicca, RJ Douglas - Cognitive Computation, 2009 - Springer
Neuromorphic engineering (NE) is an emerging research field that has been attempting to
identify neural types of computational principles, by implementing biophysically realistic …

Neuromorphic engineering: from biological to spike‐based hardware nervous systems

JQ Yang, R Wang, Y Ren, JY Mao, ZP Wang… - Advanced …, 2020 - Wiley Online Library
The human brain is a sophisticated, high‐performance biocomputer that processes multiple
complex tasks in parallel with high efficiency and remarkably low power consumption …

Neuromorphic computing based on emerging memory technologies

B Rajendran, F Alibart - … on Emerging and Selected Topics in …, 2016 - ieeexplore.ieee.org
In this paper, we review some of the novel emerging memory technologies and how they
can enable energy-efficient implementation of large neuromorphic computing systems. We …