Title :
Modelling and simulation of large neural networks
Author :
López-Aligué, Francisco J. ; García-Orellana, C. ; Acevedo-Sotoca, I. ; González-Velasco, H. ; Macías-Macías, M.
Author_Institution :
Fac. of Sci., Univ. de Extremadura, Badajoz, Spain
Abstract :
We propose an object oriented model for the simulation of large neural networks using the OMTechnique. This modelling has been implemented on a client-server simulator (called NeSim-NNLIB), the server being a “beowulf” cluster, getting up to 18 MCPS with a cluster of 6 Pentium processors
Keywords :
client-server systems; digital simulation; neural nets; object-oriented methods; NeSim-NNLIB; OMTechnique; Pentium processors; beowulf cluster; client-server simulator; large neural networks; object oriented model; Artificial neural networks; Computational modeling; Computer networks; Costs; Neural network hardware; Neural networks; Neurons; Object oriented modeling; Operating systems; Power system interconnection;
Conference_Titel :
Neural Networks, 1999. IJCNN '99. International Joint Conference on
Conference_Location :
Washington, DC
Print_ISBN :
0-7803-5529-6
DOI :
10.1109/IJCNN.1999.833435
