meeree / neuro_ai_lab

Aimed to be a collection of different code I accumulate for training of neuroscience related models or benchmarks.

NeuroAI Lab

Collection of code related to my graduate research in the field of neuroAI under Eli Shlizerman and Eric-Shea Brown at University of Washington.

resonate_and_fire

Code related to training and working with the resonate-and-fire (RF) neuronal model introduced by Izhikevich. It is my belief that the multiplexing ability of RF neurons could be utilized to enable more powerful training than vanilla SNN models using the leaky-integrate-and-fire (LIF) neuron model.

bnn_snn_training

Code related to training BNNs (biophysical neural networks) and SNNs (spiking neural networks) on a variety of tasks. Pretty unorganized at the moment. The main code to generate figures is in figures.py.

neuron_playground

Code for simulating and playing with individual neuron models such as Hodgkin-Huxley, Moris Lecar, etc with different ODE methods and different analysis methods such as raster plots and ISI histograms. I would like to eventually build a GUI for this specific part of the code.