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ALT
2007
Springer
15 years 6 months ago
Learning Kernel Perceptrons on Noisy Data Using Random Projections
In this paper, we address the issue of learning nonlinearly separable concepts with a kernel classifier in the situation where the data at hand are altered by a uniform classific...
Guillaume Stempfel, Liva Ralaivola
DATE
2009
IEEE
125views Hardware» more  DATE 2009»
15 years 4 months ago
HLS-l: High-level synthesis of high performance latch-based circuits
An inherent performance gap between custom designs and ASICs is one of the reasons why many designers still start their designs from register transfer level (RTL) description rath...
Seungwhun Paik, Insup Shin, Youngsoo Shin
IJCNN
2007
IEEE
15 years 4 months ago
Parallel Learning of Large Fuzzy Cognitive Maps
— Fuzzy Cognitive Maps (FCMs) are a class of discrete-time Artificial Neural Networks that are used to model dynamic systems. A recently introduced supervised learning method, wh...
Wojciech Stach, Lukasz A. Kurgan, Witold Pedrycz
ISPASS
2007
IEEE
15 years 4 months ago
Reverse State Reconstruction for Sampled Microarchitectural Simulation
For simulation, a tradeoff exists between speed and accuracy. The more instructions simulated from the workload, the more accurate the results — but at a higher cost. To reduce ...
Paul D. Bryan, Michel C. Rosier, Thomas M. Conte
SASO
2007
IEEE
15 years 4 months ago
Root Cause Isolation for Self Healing in J2EE Environments
— The increasing complexity of distributed enterprise systems has made the task of managing these systems difficult and time consuming. The only way to simplify the management p...
Umesh Bellur, Amar Agrawal