Parallel model for Spiking Neural Networks using MATLAB

Spiking Neural Networks are the last generation of neural models. Because the model is recent, very few dedicated simulation frameworks exist. This paper proposes a simulation framework developed in MATLAB that can be useful at: designing the network, uploading input stimuli, simulating the network, processing and displaying the results. The framework can be run on a network of computers by exploiting the parallelism of the model. The result is an improved performance by reducing simulation time.