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
fDate :
7/1/2015 12:00:00 AM
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"
Conference_Titel :
Nanotechnology (IEEE-NANO) , 2015 IEEE 15th International Conference on
DOI :
10.1109/NANO.2015.7388846