Title :
On the capacity of intraconnected bidirectional associative memory
Author :
Baoyun, Wang ; Luxi, Yang ; Hongtao, Lu ; Zhenya, He
Author_Institution :
Dept. of Radio Eng., Southeast Univ., Nanjing, China
fDate :
30 Apr-3 May 1995
Abstract :
In this paper, we addressed a theoretical analysis for the capacity of parallel intra-connected bidirectional associative memory (MIBAM) and proved the conclusions: two MIBAM with the equal total number of neurons have the equal recalling probability for m pairs of stored pattern pairs if m is not too large. The results of computer simulation support the conclusions well
Keywords :
circuit analysis computing; content-addressable storage; digital simulation; multilayer perceptrons; recurrent neural nets; MIBAM; computer simulation; feedback neural nets; intraconnected bidirectional associative memory; neuron total number; recalling probability; stored pattern pairs; two-layer nonlinear neural net; Associative memory; Capacity planning; Computer simulation; Encoding; Helium; Magnesium compounds; Neural networks; Neurofeedback; Neurons; Pattern analysis;
Conference_Titel :
Circuits and Systems, 1995. ISCAS '95., 1995 IEEE International Symposium on
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2570-2
DOI :
10.1109/ISCAS.1995.521541
