Abstract | ||
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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 |
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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 Katayama | 1 | 85 | 17.18 |
Toshiyuki Yamane | 2 | 61 | 9.08 |
Daiju Nakano | 3 | 55 | 8.65 |
Ryosho Nakane | 4 | 41 | 6.96 |
Gouhei Tanaka | 5 | 51 | 11.80 |