Title :
Current-mode fully-programmable piece-wise-linear block for neuro-fuzzy applications
Author :
Serrano-Gotarredona, T. ; Linares-Barranco, B.
Author_Institution :
Nat. Micro-electronics Center, Seville, Spain
fDate :
9/26/2002 12:00:00 AM
Abstract :
A new method to implement an arbitrary piece-wise-linear characteristic in current mode is presented. Each of the breaking points and each slope is separately controllable. As an example a block that implements an N-shaped piece-wise-linearity has been designed. The N-shaped block operates in the subthreshold region and uses only ten transistors. These characteristics make it especially suitable for large arrays of neuro-fuzzy systems where the number of transistors and power consumption per cell is an important concern. A prototype of this block has been fabricated in a 0.35 μm CMOS technology. The functionality and programmability of this circuit has been verified through experimental results
Keywords :
CMOS analogue integrated circuits; VLSI; current-mode circuits; fuzzy neural nets; low-power electronics; neural chips; piecewise linear techniques; 0.35 micron; CMOS; N-shaped piece-wise-linearity; VLSI; arbitrary piece-wise-linear characteristic; breaking points; current mode; neuro-fuzzy systems; power consumption; separately controllable; subthreshold region;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20020831