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» On the Circuit Implementation Problem
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ICPR
2008
IEEE
15 years 11 months ago
Efficient implementation of SVM for large class problems
Multiclass classification is an important problem in pattern recognition. Hierarchical SVM classifiers such as DAG-SVM and BHC-SVM are popular in solving multiclass problems. Howe...
Prabakaran Ilayaraja, N. V. Neeba, C. V. Jawahar
FCCM
2009
IEEE
316views VLSI» more  FCCM 2009»
15 years 1 months ago
An FPGA Implementation for Solving Least Square Problem
This paper proposes a high performance least square solver on FPGAs using the Cholesky decomposition method. Our design can be realized by iteratively adopting a single triangular...
Depeng Yang, Gregory D. Peterson, Husheng Li, Junq...
PVM
1998
Springer
15 years 2 months ago
Implementation of Monte Carlo Algorithms for Eigenvalue Problem Using MPI
The problem of evaluating the dominant eigenvalue of real matrices using Monte Carlo numerical methods is considered. Three almost optimal Monte Carlo algorithms are presented:
Ivan Dimov, Vassil N. Alexandrov, Aneta Karaivanov...
ET
2007
123views more  ET 2007»
14 years 9 months ago
Defect-tolerant Logic with Nanoscale Crossbar Circuits
Crossbar architectures are one approach to molecular electronic circuits for memory and logic applications. However, currently feasible manufacturing technologies introduce numero...
Tad Hogg, Greg Snider
FPL
2006
Springer
208views Hardware» more  FPL 2006»
15 years 1 months ago
Implementation in Fpgas of Jacobi Method to Solve the Eigenvalue and Eigenvector Problem
This work shows a modular architecture based on FPGA's to solve the eigenvalue problem according to the Jacobi method. This method is able to solve the eigenvalues and eigenv...
Ignacio Bravo, Pedro Jiménez, Manuel Mazo, ...