A Novel Current-mode Non-Linear Feedback Neural Circuit for Solving Linear Equations

被引：1
|
作者：
Ansari, Mohd Samar [1 ]
Rahman, Syed Atiqur [1 ]
机构：
[1] Aligarh Muslim Univ, Dept Elect Engn, Aligarh, Uttar Pradesh, India
来源：
2009 INTERNATIONAL CONFERENCE ON MULTIMEDIA, SIGNAL PROCESSING AND COMMUNICATION TECHNOLOGIES | 2009年
关键词：
Neural network applications; Current mode neural network; Neural network hardware; Nonlinear circuits; linear equations; Linear algebra;
D O I：
10.1109/MSPCT.2009.5164231
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
A novel current-mode neural circuit employing non-linear feedback 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 a resistor-less implementation. The hardware complexity of the proposed scheme compares favourably with existing voltage-mode neural circuits for the same task. PSPICE simulation results are presented for a chosen set of equations and are found to be in agreement with the algebraic solution.
引用
收藏
页码：284 / 287
页数：4
相关论文
共 50 条
12345