Title :
Realisation of binary associative memories using standardised current mode analogue building blocks
Author :
Grant, D. ; Houselander, P.K. ; Taylor, J.T.
Author_Institution :
Dept. of Electron. & Electr. Eng., Univ. Coll., London, UK
Abstract :
An analogue current mode design methodology is presented for the implementation of binary associative memories. Thus, by using the Hamming feedforward network as an example of a binary associative memory and efficiently mapping it into two CMOS-VLSI building block configurations, a prototype artificial neural network (ANN) is developed. The IC building blocks utilize the characteristics of the subthreshold region and converge to a classification in one pass, requiring no feedback. The result is an analog network with the desirable features of high integration, low circuit complexity, and low power dissipation
Keywords :
CMOS integrated circuits; VLSI; analogue computer circuits; application specific integrated circuits; content-addressable storage; neural nets; CMOS-VLSI; Hamming feedforward network; binary associative memories; correlation subnet; prototype artificial neural network; standardised current mode analogue building blocks; subthreshold region; Analog integrated circuits; Artificial neural networks; Associative memory; Complexity theory; Integrated circuit interconnections; Integrated circuit modeling; Integrated circuit noise; Power dissipation; Prototypes; Semiconductor device modeling;
Conference_Titel :
Circuits and Systems, 1991., IEEE International Sympoisum on
Print_ISBN :
0-7803-0050-5
DOI :
10.1109/ISCAS.1991.176043