Bidirectional Associative Memory Neural Networks Involving Zones of No Activation/Dead Zones

Autor:	V. Sree Hari Rao, P. Raja Sekhara Rao
Rok vydání:	2018
Předmět:	Recall Dynamic models Artificial neural network business.industry Computer science Artificial systems Stability (learning theory) Verifiable secret sharing Bidirectional associative memory Artificial intelligence Dead zone business
Zdroj:	Communications in Computer and Information Science ISBN: 9789811300226 ICMC
DOI:	10.1007/978-981-13-0023-3_22
Popis:	This article purports to present a systematically developed survey on the influence of zones of no activation/dead zones in bidirectional associative memory (BAM) neural networks. The modeling effort based on the concept of dead zones is capable of explaining very intricate phenomena concerned with the functioning of the human brain. Activation dynamic models presented in this article provide a platform for the development of artificial neural network models. Several questions of importance that arise in the modeling of these systems have been discussed in this article. More precisely, the influence of a dead zone on the global stability, which is associated with the recall of memories, is investigated and various easily verifiable sets of sufficient conditions are provided. Directions for further research related to the incorporation of various possible kinds of dead zones that occur naturally in biological or artificial systems are discussed.
Databáze:	OpenAIRE
Externí odkaz:	https://explore.openaire.eu/search/publication?articleId=doi_________::48ad953c01a88287974d9706e99410df https://doi.org/10.1007/978-981-13-0023-3_22 Zobrazit plný text záznamu