Ontology highlight
ABSTRACT:
SUBMITTER: Bernstein L
PROVIDER: S-EPMC7862662 | biostudies-literature | 2021 Feb
REPOSITORIES: biostudies-literature
Bernstein Liane L Sludds Alexander A Hamerly Ryan R Sze Vivienne V Emer Joel J Englund Dirk D
Scientific reports 20210204 1
As deep neural network (DNN) models grow ever-larger, they can achieve higher accuracy and solve more complex problems. This trend has been enabled by an increase in available compute power; however, efforts to continue to scale electronic processors are impeded by the costs of communication, thermal management, power delivery and clocking. To improve scalability, we propose a digital optical neural network (DONN) with intralayer optical interconnects and reconfigurable input values. The path-le ...[more]