Brian 2
Brian is a free, open source simulator for spiking neural networks designed for ease of use, flexibility, and extensibility.
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Free
Defining neural models using mathematical equations
Simulating the dynamics of spiking neural networks
Analyzing simulation results through plotting and visualization