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EUROCAST
2007
Springer
182views Hardware» more  EUROCAST 2007»
15 years 10 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
15 years 10 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»
15 years 9 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»
15 years 9 months 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»
15 years 10 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