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EUROCAST
2007
Springer
182views Hardware» more  EUROCAST 2007»
14 years 1 months ago
A k-NN Based Perception Scheme for Reinforcement Learning
Abstract a paradigm of modern Machine Learning (ML) which uses rewards and punishments to guide the learning process. One of the central ideas of RL is learning by “direct-online...
José Antonio Martin H., Javier de Lope Asia...
IEEEPACT
2007
IEEE
14 years 1 months ago
Automatic Correction of Loop Transformations
Loop nest optimization is a combinatorial problem. Due to the growing complexity of modern architectures, it involves two increasingly difficult tasks: (1) analyzing the profita...
Nicolas Vasilache, Albert Cohen, Louis-Noël P...
ISCAS
2005
IEEE
144views Hardware» more  ISCAS 2005»
14 years 1 months ago
Impact of multicycled scheduling on power-area tradeoffs in behavioural synthesis
— Multicycling is a widely investigated technique for performance optimisation in behavioural synthesis. It allows an operation to execute over two or more control steps with the...
M. A. Ochoa-Montiel, Bashir M. Al-Hashimi, Peter K...
ASPDAC
2004
ACM
107views Hardware» more  ASPDAC 2004»
14 years 27 days ago
Minimization of the expected path length in BDDs based on local changes
— In many verification tools methods for functional simulation based on reduced ordered Binary Decision Diagrams (BDDs) are used. The evaluation time for a BDD can be crucial an...
Rüdiger Ebendt, Wolfgang Günther, Rolf D...
MICRO
2006
IEEE
145views Hardware» more  MICRO 2006»
14 years 1 months ago
Virtually Pipelined Network Memory
We introduce virtually-pipelined memory, an architectural technique that efficiently supports high-bandwidth, uniform latency memory accesses, and high-confidence throughput eve...
Banit Agrawal, Timothy Sherwood