Spiking neuron-inhibitory Interneuron (NiN) oscillator ensemble model for modeling (handwritten) time series

Backup (.tgz) of directory with software and data for the modeling of a spike-train ensemble based on neuron-inhibitory interneuron (NiN) pairs. The test case was to model handwritten pen-tip trajectories. This could be achieved with a reasonable error in 500 epochs, where Jordan/Elman MLPs (RNN) needed hundreds of thousands of epochs. The work was later published as an article: 

Schomaker, L.R.B. (1992). A neural-oscillator model of temporal pattern generation. Human Movement Science, 11, 181-192.