5 ms·
Out of curiosity, does anyone know why they choose I&F instead of Izhikevich neurons[1] which model more biological spike forms. Perhaps to meet the low power c
by jimfleming 12y ago
Out of curiosity, does anyone know why they choose I&F instead of Izhikevich neurons[1] which model more biological spike forms. Perhaps to meet the low power consumption goals?
Also, how do convolutional neural networks model time? I thought that was one of the benefits of spiking networks and STDP.
1. http://www.izhikevich.org/publications/whichmod.pdf http://www.izhikevich.org/publications/whichmod.pdf
- marmaduke 12y agoThe Izhikevich neuron is a two-dimensional system where I&F are usually one-dimensional, and the former has a larger number of parameters. Mathematical analysis (and implementation perhaps) is easier for the simpler I&F.