DocumentCode
3294976
Title
TInMANN: the integer Markovian artificial neural network
Author
Van den Bout, David E. ; Miller, Thomas K., III
Author_Institution
Dept. of Electr. & Comput. Eng., North Carolina State Univ., Raleigh, NC, USA
fYear
1989
fDate
0-0 1989
Firstpage
205
Abstract
A massively parallel, all-digital, stochastic digital architecture called TInMANN is described. It performs competitive and Kohonen types of learning at rates as high as 145000 training examples per second regardless of network size. Simulations of TInMANN, both with and without its conscience mechanism activated, demonstrate its effectiveness on a number of example problems.<>
Keywords
Markov processes; learning systems; neural nets; parallel architectures; Kohonen learning; TInMANN; competitive learning; conscience mechanism; integer Markovian artificial neural network; massively parallel architecture; stochastic digital architecture; Learning systems; Markov processes; Neural networks; Parallel architectures;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Networks, 1989. IJCNN., International Joint Conference on
Conference_Location
Washington, DC, USA
Type
conf
DOI
10.1109/IJCNN.1989.118700
Filename
118700
Link To Document