Format:
1 Online-Ressource
Edition:
4th edition
ISBN:
9789811201240
,
9789811201233
Series Statement:
Advanced series in circuits and systems volume 8
Content:
Introduction and role of artificial neural networks -- Fundamentals of biological neural networks -- Basic principles of ANNs and their structures -- The perceptron -- The madaline -- Back propagation -- Hopfield networks -- Counter propagation -- Adaptive resonance theory -- The cognitron and neocognition -- Statistical training -- Recurrent (time cycling) back propagation networks -- Deep learning neural networks : principles and scope -- Deep learning convolutional neural network -- LAMSTAR neural networks -- Performance of DLNN : comparative case studies.
Additional Edition:
ISBN 9789811201226
Additional Edition:
Erscheint auch als Druckausgabe Graupe, Daniel Principles of artificial neural networks Singapore : World Scientific Publishing, 2019 ISBN 9789811201226
Language:
English
Subjects:
Computer Science
Keywords:
Neuronales Netz
;
Künstliche Intelligenz
;
Electronic books
URL:
https://doi.org/10.1142/11306
URL:
Access to full text is restricted to subscribers
