The analysis is supported by simulation studies of two problems. The simulation results demonstrate that the limited precision errors are bounded and do not ...

IEEE TRANSACTIONS ON NEURAL NETWORKS, VOL. 9, NO. 1, JANUARY 1998. Incremental Communication for Multilayer. Neural Networks: Error Analysis. Ali A. Ghorbani ...

In the incremental communication method, instead of communicating the full magnitude of the output value of a node, only the increment or decrement to its ...

In this paper, the effects of the limited precision incremental communication method on the convergence behavior and performance of multilayer neural networks ...

The proposed method of communication can lead to significant savings in the intercommunication cost for implementations of artificial neural networks on ...

This paper investigates how to reduce error and increase speed of Back propagation ANN by certain defined Capacity factor. For the years from 1965 to 1980 the ...

Incremental communication for multilayer neural networks: error analysis. Artificial neural networks (ANNs) involve a large amount of internode communications.

Incremental communication for multilayer neural networks: error analysis · A. GhorbaniV. Bhavsar. Computer Science. IEEE Trans. Neural Networks. 1998. TLDR. It ...

A neural network is a massively parallel distributed proc- essor made up of simple processing units known as neu- rons. These neurons are organized in ...

Incremental communication for multilayer neural networks: error analysis. Ghorbani A.A., Bhavsar V.C.. IEEE Transactions on Neural Networks , 1998 ...