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» Energy Complexity and Depth of Threshold Circuits
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STOC
1993
ACM
141views Algorithms» more  STOC 1993»
13 years 10 months ago
Bounds for the computational power and learning complexity of analog neural nets
Abstract. It is shown that high-order feedforward neural nets of constant depth with piecewisepolynomial activation functions and arbitrary real weights can be simulated for Boolea...
Wolfgang Maass
NIPS
2003
13 years 7 months ago
A Neuromorphic Multi-chip Model of a Disparity Selective Complex Cell
The relative depth of objects causes small shifts in the left and right retinal positions of these objects, called binocular disparity. Here, we describe a neuromorphic implementa...
Eric K. C. Tsang, Bertram Emil Shi
DAC
2007
ACM
14 years 7 months ago
Voltage-Frequency Island Partitioning for GALS-based Networks-on-Chip
Due to high levels of integration and complexity, the design of multi-core SoCs has become increasingly challenging. In particular, energy consumption and distributing a single gl...
Ümit Y. Ogras, Diana Marculescu, Puru Choudha...
DAC
2012
ACM
11 years 8 months ago
Is dark silicon useful?: harnessing the four horsemen of the coming dark silicon apocalypse
Due to the breakdown of Dennardian scaling, the percentage of a silicon chip that can switch at full frequency is dropping exponentially with each process generation. This utiliza...
Michael B. Taylor