Title :
Analysis and synthesis of sparsely connected feedback neural networks
Author :
Liu, Derong ; Michel, A.N.
Author_Institution :
Dept. of Electr. Eng., Notre Dame Univ., IN, USA
Abstract :
Presents results for the analysis and synthesis of a class of neural networks with sparse connections. The authors´ design procedure guarantees to synthesize neural networks with arbitrarily predetermined sparse connection structures and to store a given set of desired bipolar patterns
Keywords :
feedback; neural nets; analysis; bipolar patterns; sparsely connected feedback neural networks; synthesis; Artificial neural networks; Equations; Intelligent networks; Network synthesis; Neural networks; Neurofeedback; Sparse matrices; Very large scale integration;
Conference_Titel :
Decision and Control, 1993., Proceedings of the 32nd IEEE Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
0-7803-1298-8
DOI :
10.1109/CDC.1993.325805
