Third-order nanocircuit elements for neuromorphic engineering

S Kumar, RS Williams, Z Wang - Nature, 2020 - nature.com
Current hardware approaches to biomimetic or neuromorphic artificial intelligence rely on
elaborate transistor circuits to simulate biological functions. However, these can instead be …

Neuromorphic electronics based on copying and pasting the brain

D Ham, H Park, S Hwang, K Kim - Nature Electronics, 2021 - nature.com
Reverse engineering the brain by mimicking the structure and function of neuronal networks
on a silicon integrated circuit was the original goal of neuromorphic engineering, but …

Benchmarks for progress in neuromorphic computing

M Davies - Nature Machine Intelligence, 2019 - nature.com
No one would accuse neuromorphic computing of lacking ambition. With a mission to
decipher the multitude of secrets nature deploys to achieve unrivalled efficiency and …

Neuromorphic electronic circuits for building autonomous cognitive systems

E Chicca, F Stefanini, C Bartolozzi… - Proceedings of the …, 2014 - ieeexplore.ieee.org
Several analog and digital brain-inspired electronic systems have been recently proposed
as dedicated solutions for fast simulations of spiking neural networks. While these …

A system hierarchy for brain-inspired computing

Y Zhang, P Qu, Y Ji, W Zhang, G Gao, G Wang, S Song… - Nature, 2020 - nature.com
Neuromorphic computing draws inspiration from the brain to provide computing technology
and architecture with the potential to drive the next wave of computer engineering …

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 …

Towards spike-based machine intelligence with neuromorphic computing

K Roy, A Jaiswal, P Panda - Nature, 2019 - nature.com
Guided by brain-like 'spiking'computational frameworks, neuromorphic computing—brain-
inspired computing for machine intelligence—promises to realize artificial intelligence while …

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 …

[HTML][HTML] Demonstrating advantages of neuromorphic computation: a pilot study

T Wunderlich, AF Kungl, E Müller, A Hartel… - Frontiers in …, 2019 - frontiersin.org
Neuromorphic devices represent an attempt to mimic aspects of the brain's architecture and
dynamics with the aim of replicating its hallmark functional capabilities in terms of …

A comprehensive workflow for general-purpose neural modeling with highly configurable neuromorphic hardware systems

D Brüderle, MA Petrovici, B Vogginger, M Ehrlich… - Biological …, 2011 - Springer
In this article, we present a methodological framework that meets novel requirements
emerging from upcoming types of accelerated and highly configurable neuromorphic …