Title
Wave-based device scaling concept for brain-like energy efficiency and integration
Abstract
Aiming at achieving brain-like capabilities and efficiencies with nano-scale integration, this paper proposes a new scaling concept for wave-based neuromorphic devices. Our scaling approach shows that v <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">g</sub> the group velocity of a signaling wave is one of the essential parameters that can account for the orders-of-magnitude gaps in the efficiency of the human brain and VLSIs for cognitive tasks.
Year
DOI
Venue
2015
10.1109/NANOARCH.2015.7180580
Proceedings of the 2015 IEEE/ACM International Symposium on Nanoscale Architectures (NANOARCH´15)
Keywords
Field
DocType
wave based device scaling,brain like energy efficiency,nanoscale integration,wave based neuromorphic device,VLSI,cognitive task
Nanoelectronics,Computer science,Efficient energy use,Group velocity,Neuromorphic engineering,Electronic engineering,Integrated circuit design,Interference (wave propagation),Very-large-scale integration,Scaling,Electrical engineering
Conference
ISSN
Citations 
PageRank 
2327-8218
1
0.36
References 
Authors
3
5
Name
Order
Citations
PageRank
Yasunao Katayama18517.18
Toshiyuki Yamane2619.08
Daiju Nakano3558.65
Ryosho Nakane4416.96
Gouhei Tanaka55111.80