Combination of proposed modular, multilayer perceptron and algorithm for its operation recognizes new objects after relatively brief retraining sessions. (Perceptron is multilayer, feedforward artificial neural network fully connected and trained via back-propagation learning algorithm.) Knowledge pertaining to each object to be recognized resides in subnetwork of full network, therefore not necessary to retrain full network to recognize each new object.
Modular, Multilayer Perceptron
NASA Tech Briefs ; 15 , 3
1991-03-01
Miscellaneous
No indication
English
Research on Sound Source Localization Algorithm Based on Multilayer Perceptron
Springer Verlag | 2021
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