Associative memory neural networks with concatenated vectors and nonzero diagonal terms

✍ Scribed by Emanuel Marom

• Publisher: Elsevier Science
• Year: 1990
• Tongue: English
• Weight: 498 KB
• Volume: 3
• Category: Article
• ISSN: 0893-6080
• DOI: 10.1016/0893-6080(90)90074-u

✦ Synopsis

The efJects oJ vector concatenation as well as that of eliminating the zero diagonal restriction of associative memory neural network matrices is anah, zed. Extensive computer simulations seem to indicate that the t~e of concatenated vectors increases the storage capaci O' of the association matrices, beyond the accepted practical limit Of 1). 14N, N being the length of the stored vector,s.