373 search results - page 2 / 75 » Learning Arithmetic Circuits |
NIPS
2004
13 years 6 months ago
2004
Device mismatch in VLSI degrades the accuracy of analog arithmetic circuits and lowers the learning performance of large-scale neural networks implemented in this technology. We s...
CORR
2010
Springer
13 years 5 months ago
2010
Springer
In their paper on the "chasm at depth four", Agrawal and Vinay have shown that polynomials in m variables of degree O(m) which admit arithmetic circuits of size 2o(m) al...
FOCS
2008
IEEE
13 years 11 months ago
2008
IEEE
We show that proving exponential lower bounds on depth four arithmetic circuits imply exponential lower bounds for unrestricted depth arithmetic circuits. In other words, for expo...
IEICET
2006
13 years 5 months ago
2006
ICCD
2004
IEEE
14 years 1 months ago
2004
IEEE
This paper proposes a new formalism for layout-driven optimization of datapaths. It is based on preserving an arithmetic bit level representation of the arithmetic circuit portion...