[HTML][HTML] Opportunities for neuromorphic computing algorithms and applications
Neuromorphic computing technologies will be important for the future of computing, but
much of the work in neuromorphic computing has focused on hardware development. Here …
much of the work in neuromorphic computing has focused on hardware development. Here …
A survey of neuromorphic computing and neural networks in hardware
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 …
and models that contrast the pervasive von Neumann computer architecture. This …
A review of non-cognitive applications for neuromorphic computing
Though neuromorphic computers have typically targeted applications in machine learning
and neuroscience ('cognitive'applications), they have many computational characteristics …
and neuroscience ('cognitive'applications), they have many computational characteristics …
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 …
decipher the multitude of secrets nature deploys to achieve unrivalled efficiency and …
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 …
all of which demonstrate some degree of neurobiological inspiration that differentiates them …
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 …
science. In the von Neumann architecture, processing and memory units are implemented …
Reconfigurable neuromorphic computing: Materials, devices, and integration
Neuromorphic computing has been attracting ever‐increasing attention due to superior
energy efficiency, with great promise to promote the next wave of artificial general …
energy efficiency, with great promise to promote the next wave of artificial general …
Neuromorphic computing gets ready for the (really) big time
D Monroe - 2014 - dl.acm.org
Neuromorphic computing gets ready for the (really) big time Page 1 news JUNE 2014 | VOL. 57
| NO. 6 | COMMUNICATIONS OF THE ACM 13 IMA GE COUR TE S Y OF F A CET S PROJE CT …
| NO. 6 | COMMUNICATIONS OF THE ACM 13 IMA GE COUR TE S Y OF F A CET S PROJE CT …
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 …
can enable energy-efficient implementation of large neuromorphic computing systems. We …
Building brain-inspired computing
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 …
Indiveri (an electrical engineer, University of Zurich), Julie Grollier (a material physicist, Unite …