Reconfigurable neuromorphic computing: Materials, devices, and integration

M Xu, X Chen, Y Guo, Y Wang, D Qiu, X Du… - Advanced …, 2023 - Wiley Online Library
Neuromorphic computing has been attracting ever‐increasing attention due to superior
energy efficiency, with great promise to promote the next wave of artificial general …

2022 roadmap on neuromorphic computing and engineering

DV Christensen, R Dittmann… - Neuromorphic …, 2022 - iopscience.iop.org
Modern computation based on von Neumann architecture is now a mature cutting-edge
science. In the von Neumann architecture, processing and memory units are implemented …

Recent trends in neuromorphic engineering

S Soman, M Suri - Big Data Analytics, 2016 - Springer
Neuromorphic Engineering has emerged as an exciting research area, primarily owing to
the paradigm shift from conventional computing architectures to data-driven, cognitive …

Advancements in materials, devices, and integration schemes for a new generation of neuromorphic computers

S Najmaei, AL Glasmann, MA Schroeder, WL Sarney… - Materials Today, 2022 - Elsevier
The slowing pace of performance improvements in modern processors along with the
breakdown of power scaling forecasts an imminent end to the traditional transistor scaling …

Neuromorphic computing's yesterday, today, and tomorrow–an evolutional view

Y Chen, HH Li, C Wu, C Song, S Li, C Min, HP Cheng… - Integration, 2018 - Elsevier
Neuromorphic computing was originally referred to as the hardware that mimics neuro-
biological architectures to implement models of neural systems. The concept was then …

Building brain-inspired computing

D Strukov, G Indiveri, J Grollier… - Nature …, 2019 - research-collection.ethz.ch
Dmitri Strukov (an electrical engineer, University of California at Santa Barbara), Giacomo
Indiveri (an electrical engineer, University of Zurich), Julie Grollier (a material physicist, Unite …

Flexible neuromorphic electronics for computing, soft robotics, and neuroprosthetics

HL Park, Y Lee, N Kim, DG Seo, GT Go… - Advanced …, 2020 - Wiley Online Library
Flexible neuromorphic electronics that emulate biological neuronal systems constitute a
promising candidate for next‐generation wearable computing, soft robotics, and …

Neuromorphic computing–from materials research to systems architecture roundtable

IK Schuller, R Stevens, R Pino, M Pechan - 2015 - osti.gov
Computation in its many forms is the engine that fuels our modern civilization. Modern
computation—based on the von Neumann architecture—has allowed, until now, the …

Bridging biological and artificial neural networks with emerging neuromorphic devices: fundamentals, progress, and challenges

J Tang, F Yuan, X Shen, Z Wang, M Rao… - Advanced …, 2019 - Wiley Online Library
As the research on artificial intelligence booms, there is broad interest in brain‐inspired
computing using novel neuromorphic devices. The potential of various emerging materials …

Spintronic materials and devices towards an artificial neural network: accomplishments and the last mile

R Ismael Salinas, PC Chen, CY Yang… - Materials Research …, 2023 - Taylor & Francis
Neuromorphic computing based on brain-inspired frameworks has shown its potential to
perform computation with remarkable power and speed efficiency. The spintronic device has …