Essentials of fuzzy modeling and control
Essentials of fuzzy modeling and control
Computer modeling methods for neurons
The handbook of brain theory and neural networks
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In our present short paper we introduce a rather promising modeling paradigm for the design of artificial learning systems, incorporating critical trigger mechanism (CTM). We contend that at various stages of the learning process, such trigger mechanism may be activated when certain 'critical' points in the learning curve are attained. Such points are marked by fuzzification of the learner's decision set. At all other 'non-critical' points where the decision set is crisp, this trigger mechanism lies dormant. We proceed to show that identification and subsequent incorporation of such trigger mechanisms will be of substantial help in modeling learning systems that closely emulate cognitive learning pattern of the human mind. This is not a complete work in any sense but just an indication of what is to come - a mere map of the long and challenging road ahead.