Title :
Stability of threshold learning
Author_Institution :
University of California, Irvine, California
Abstract :
Significant similarities exist among models of simple human learning and trainable pattern classifiers. Such similarities have recently been demonstrated quantitatively in the case of human auditory signal detection and the author\´s "threshold learning process" [1]. This leads us to hope that the development of techniques for designing training procedures for threshold learning processes and pattern classifiers will be transferrable to the design of training procedures for human perception.
Keywords :
Asymptotic stability; Equations; Humans; Multidimensional systems; Nonlinear control systems; Signal detection; Signal processing; Stability analysis; Stochastic processes; Stochastic systems;
Conference_Titel :
Decision and Control, 1971 IEEE Conference on
Conference_Location :
Miami Beach, FL, USA
DOI :
10.1109/CDC.1971.271011