SIRNEM: a parallel neural network simulation system

In this article, we present SIRNEM, a system to simulate the behavior of neural networks using a message-passing multicomputer. The problem of designing an efficient inter-neuron communication algorithm is addressed, this algorithm should also enable a reliable exchange of information, avoiding unpredictable situations as deadlock and starvation. A brief description of the main modules of SIRNEM are presented.