This is a repository with implementations of neuron models, synapses, and spiking neural networks (SNN). It's still in development and it has original content in terms of code.

Computational Neuroscience projects.

Model of the Thalamo-Cortical Microcircuit - Please, refer to the new repository https://github.com/celinesoeiro/TCM-model

Interactive spiking neuron models

Computational neural network model incorporating neuromorphological alterations present in animal models of Down Syndrome. Main publication: https://doi.org/10.1371/journal.pcbi.1012259

Code for Computational Neuroscience course 2020/2021 @ UniPi

Lab Work

Python implementation of Izhikevich Neuron Model

Model of the Thalamo-Cortical Microcircuit

Python scripts supporting tutorials on Izhikevich neuron model.

Simulate and forecast single-neuron dynamics using the Izhikevich model in Python. This project supports multiple neuron types, parameter sweeps, and integrates advanced time series forecasting (TimeGPT and LSTM-based residual correction) for generative modeling of neuronal activity.

Computational Neuroscience models

Izhikevich Neuron Model Simulation ⚙️

C++ classes of Izhikevich type neurons that can be networked to simulate custom spiking neural networks

Izhikevich model for single neuron