Support vector machines implementation over integers modulo-M and Residue Number System

STAGE-DISCHARGE MODELING USING SUPPORT VECTOR MACHINES

Establishment of rating curves are often required by the hydrologists for flow estimates in the streams, rivers etc. Measurement of discharge in a river is a time-consuming, expensive, and difficult process and the conventional approach of regression analysis of stage-discharge relation does not provide encouraging results especially during the floods. P

A Novel Modulo Adder for Residue Number System

Modular adder is one of the key components for the application of residue number system (RNS). Moduli set with the form of can offer excellent balance among the RNS channels for multi-channels RNS processing. In this paper, a novel algorithm and its VLSI implementation structure are proposed formodulo adder. In the proposed algorithm, parallel prefix operation and carry correction techniques ar...

FPGA Implementation of Residue Number System Structures

In this paper we explore the feasibility of implementing Residue Number System (RNS) based DSP algorithms on Lookup table based Field Programmable Gate Arrays (FPGAs). In this process, Binary Decision Diagrams are used for logic representation, and a new minimizing algorithm for incompletely specified functions is introduced. A sample residue arithmetic based design is presented along with prom...

Iris Recognition System Using Support Vector Machines

In the modern world, a reliable personal identification infrastructure is required to control the access in order to secure areas or materials. Conventional methods of recognizing the identity of a person by using passwords or cards are not altogether reliable, because they can be forgotten, stolen, disclosable, or transferable (Zhang, 2000). Biometric technology, which is based on physical and...

Support Vector Machines for System Identification