Neuromorphic computing gets ready for the (really) big time

D Monroe - 2014 - dl.acm.org
computing, most clearly in a visionary 1990 paper by the California Institute of Technology
(Caltech)’s Carver Mead that established the term “neuromorphic.” Yet industry’s steady …

[PDF][PDF] Neuromorphic computing: The potential for high-performance processing in space

G Bersuker, M Mason, KL Jones - Game Changer, 2018 - aerospace.org
computing that requires significant memory updates (see Figure 1). By contrast, neuromorphic
computing … improvement in computational capability for specific types of analyses. Like the …

Physics for neuromorphic computing

D Marković, A Mizrahi, D Querlioz, J Grollier - Nature Reviews Physics, 2020 - nature.com
Neuromorphic computing takes inspiration from the brain to create energy-efficient …
neuromorphic computing. We review striking results that leverage physics to enhance the computing

Recent trends in neuromorphic engineering

S Soman, M Suri - Big Data Analytics, 2016 - Springer
… of neuromorphic hardware and algorithms. Our survey indicates that neuromorphic engineering
… with growing data volumes, and the imminent need for intelligent, versatile computing. …

Computational complexity of neuromorphic algorithms

P Date, B Kay, C Schuman, R Patton… - … on Neuromorphic Systems …, 2021 - dl.acm.org
… to define the computational complexity of a neuromorphic algorithm. We explic… time
complexities mean in the context of neuromorphic algorithms based on our model of neuromorphic

Towards spike-based machine intelligence with neuromorphic computing

K Roy, A Jaiswal, P Panda - Nature, 2019 - nature.com
… Here we provide an overview of the developments in neuromorphic computing for both …
We discuss the main challenges and the future prospects of neuromorphic computing, with …

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 systems. In this paper, we review the evolution of neuromorphic
computing technique in both computing … the landscape of neuromorphic computing in the future…

Neuromorphic Computing–The Principal of Development

RSB Krishna, DU Nandini, JA Mayan… - … on Computing …, 2021 - eudl.eu
… the search for an approach to push computing technology much further. Neuromorphic
Computing is a way through which we can approach the next generation of computer technology. …

Efficient classification of supercomputer failures using neuromorphic computing

P Date, CD Carothers, JA Hendler… - … on Computational …, 2018 - ieeexplore.ieee.org
… and classified using a neuromorphic computing approach by … We show that all ML, DL and
neuromorphic computing … , “Neuromorphic computing gets ready for the (really) big time,” …

Dimensions of timescales in neuromorphic computing systems

H Jaeger, D Doorakkers, C Lawrence… - arXiv preprint arXiv …, 2021 - arxiv.org
… and RC [= spike-time dependent plasticity and reservoir computing, respectively] guidance
for the … — so we extended our perspective to neuromorphic computing in general. Second, we …