Title :
Synthesis and implementation of T-model neural-based A/D converter
Author :
Sun, Chun Lang ; Tang, Zheng ; Ishizuka, Okihiko ; Matsumoto, Hiroki
Author_Institution :
Fujita Ichiken, Tokyo, Japan
Abstract :
Describes the design, implementation, and experimental results for a T-model neural-based A/D (analog-to-digital) converter. The converter architecture is presented with particular emphasis on the elimination of local minima of the Hopfield neural network. It is well suited to serve as a solver of a variety of optimization problems. The converter is synthesized with a simple learning algorithm and fabricated in standard CMOS circuits. Experimental A/D converter results are presented; these results verify the full functionality and their operations
Keywords :
CMOS integrated circuits; Hopfield neural nets; analogue-digital conversion; learning (artificial intelligence); neural chips; CMOS circuits; Hopfield neural network; T-model neural-based A/D converter; converter architecture; learning algorithm; local minima; optimization problems; Artificial neural networks; Biological neural networks; Computer architecture; Computer networks; Hopfield neural networks; Integrated circuit interconnections; Neurofeedback; Signal processing; Signal processing algorithms; Very large scale integration;
Conference_Titel :
Circuits and Systems, 1992. ISCAS '92. Proceedings., 1992 IEEE International Symposium on
Print_ISBN :
0-7803-0593-0
DOI :
10.1109/ISCAS.1992.230197