DocumentCode
3734848
Title
Wave-based neuromorphic computing framework for brain-like energy efficiency and integration
Author
Y. Katayama;T. Yamane;D. Nakano;R. Nakane;G. Tanaka
Author_Institution
IBM Research - Tokyo, Kawasaki, Kanagawa 212-0032, Japan
fYear
2015
fDate
7/1/2015 12:00:00 AM
Firstpage
1210
Lastpage
1213
Abstract
We present a framework of wave-based neuromorphic computing aiming at brain-like capabilities and efficiencies with nano-scale device integration. We take advantage of the unique nature of elastic wave dynamics in both computations and the IO communications in between as a means to efficiently implement and execute neuromorphic computing. We point out that the group velocity of a wave is one of the essential design parameters.
Keywords
"Neuromorphics","Media","CMOS integrated circuits","Reservoirs","Nanobioscience","Nanoscale devices","Logic gates"
Publisher
ieee
Conference_Titel
Nanotechnology (IEEE-NANO) , 2015 IEEE 15th International Conference on
Type
conf
DOI
10.1109/NANO.2015.7388846
Filename
7388846
Link To Document