Title :
Partitioned schemes of mapping neural networks onto mesh connected computers
Author :
Liu, Philip S. ; Martinez, Luis
Author_Institution :
Dept. of Electr. & Comput. Eng., Miami Univ., Coral Gables, FL, USA
Abstract :
Two new mapping methods for implementing neural networks on parallel mesh-connected processors are given. These are the rectangular region based mapping method and the no zero weight value mapping method. Implementation and performance comparisons with another existing method are carried out. One of these three methods can be used depending on system and problem parameters
Keywords :
neural nets; parallel processing; mesh connected computers; neural networks mapping; partitioned schemes; performance comparisons; problem parameters; rectangular region based mapping; Computer networks; Concurrent computing; Joining processes; Multi-layer neural network; Multilayer perceptrons; Neural networks; Neurons; Read-write memory; Registers;
Conference_Titel :
Southeastcon '94. Creative Technology Transfer - A Global Affair., Proceedings of the 1994 IEEE
Conference_Location :
Miami, FL
Print_ISBN :
0-7803-1797-1
DOI :
10.1109/SECON.1994.324329
