scholarly journals Digital VLSI Implementation of Piecewise-Affine Controllers Based on Lattice Approach

2015 ◽  
Vol 23 (3) ◽  
pp. 842-854 ◽  
Author(s):  
Macarena Cristina Martinez-Rodriguez ◽  
Piedad Brox ◽  
Iluminada Baturone
Keyword(s):  
Vlsi Implementation ◽  
Piecewise Affine ◽  
Digital Vlsi ◽  
Lattice Approach

Silicon cochlea: A digital VLSI implementation of a quantitative model of the auditory system

1999 ◽  
Vol 105 (2) ◽  
pp. 1192-1192 ◽  
Author(s):  
Matthias Brucke ◽  
Wofgang Nebel ◽  
Alexander Schwarz ◽  
Bärbel Mertsching ◽  
Martin Hansen ◽  
...  
Keyword(s):  
Auditory System ◽  
Quantitative Model ◽  
Vlsi Implementation ◽  
Digital Vlsi ◽  
Silicon Cochlea

DIGITAL VLSI ALGORITHMS AND ARCHITECTURES FOR SUPPORT VECTOR MACHINES

2000 ◽  
Vol 10 (03) ◽  
pp. 159-170 ◽  
Author(s):  
Davide Anguita ◽  
Andrea Boni ◽  
Sandro Ridella
Keyword(s):  
Fixed Point ◽  
Support Vector Machines ◽  
Learning Phase ◽  
Vlsi Implementation ◽  
Support Vector ◽  
Optimal Solutions ◽  
Classification Problems ◽  
Digital Vlsi ◽  
Vector Machines

In this paper, we propose some very simple algorithms and architectures for a digital VLSI implementation of Support Vector Machines. We discuss the main aspects concerning the realization of the learning phase of SVMs, with special attention on the effects of fixed-point math for computing and storing the parameters of the network. Some experiments on two classification problems are described that show the efficiency of the proposed methods in reaching optimal solutions with reaonable hardware requirements.

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