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EUROCAST
2007
Springer
182views Hardware» more  EUROCAST 2007»
13 years 12 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...
ICCAD
2007
IEEE
128views Hardware» more  ICCAD 2007»
14 years 2 months ago
Module assignment for pin-limited designs under the stacked-Vdd paradigm
Abstract— This paper addresses the module assignment problem in pinlimited designs under the stacked-Vdd circuit paradigm. A partition-based algorithm is presented for efficient...
Yong Zhan, Tianpei Zhang, Sachin S. Sapatnekar
DAC
2006
ACM
14 years 6 months ago
Efficient simulation of critical synchronous dataflow graphs
Simulation and verification using electronic design automation (EDA) tools are key steps in the design process for communication and signal processing systems. The synchronous dat...
Chia-Jui Hsu, José Luis Pino, Ming-Yung Ko,...
LCTRTS
2007
Springer
13 years 12 months ago
Compiler-managed partitioned data caches for low power
Set-associative caches are traditionally managed using hardwarebased lookup and replacement schemes that have high energy overheads. Ideally, the caching strategy should be tailor...
Rajiv A. Ravindran, Michael L. Chu, Scott A. Mahlk...
COCO
2009
Springer
106views Algorithms» more  COCO 2009»
14 years 10 days ago
Improved Approximation of Linear Threshold Functions
We prove two main results on how arbitrary linear threshold functions f(x) = sign(w · x − θ) over the n-dimensional Boolean hypercube can be approximated by simple threshold f...
Ilias Diakonikolas, Rocco A. Servedio