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A non-linear neural circuit for solving system of simultaneous linear equations

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2 Author(s)
Ansari, M.S. ; Dept. of Electron. Eng., Aligarh Muslim Univ., Aligarh, India ; Rahman, S.A.

A feedback neural network based CMOS compatible circuit to solve a system of simultaneous linear equations is presented. The circuit has an associated transcendental energy function that ensures fast convergence to the exact solution while enjoying reduction in hardware complexity over existing schemes. HSPICE simulation results are presented for a chosen set of equations and are found to agree exactly with the algebraic solution.

Published in:

Multimedia, Signal Processing and Communication Technologies, 2009. IMPACT '09. International

Date of Conference:

14-16 March 2009