The NEST simulator

A web-based GUI application for NEST simulator (legacy, moved to https://github.com/nest-desktop/nest-desktop)

A generalizable model of spike-timing dependent plasticity for the Neural Simulation Tool (NEST).

Reinforcement learning framework for spiking neural network actors with R-STDP for the master's thesis "Training Spiking Neural Networks with Reinforcement Learning".

Spiking neuronal network simulations (Python, NEST Simulator) for continuous attractor working memory networks with short-term plasticity.

Bio-inspired neuromorphic cerebellum

deNEST: A declarative interface for specifying networks and simulations in NEST

My master thesis "Statistical tests for connection algorithms for neural networks". Also available at https://nmbu.brage.unit.no/nmbu-xmlui/bitstream/handle/11250/189117/Hjertholm2013.pdf?sequence=1

Nest Simulator quick guides and examples, adding new model using NESTML

Simulation code for simulations run in my PhD

A web API for NEST

Simulation source code used in SinhaEtAl2021

Statistical tests for some of the most common connection algorithms used in neural networks. Brian, PyNN, NEST and CSA are tested.

Scripts used to post process data collected from my research simulations

A web documentation for NEST simulator

Adaptive Generalized Leaky Integrate-and-Fire Model (AGLIF) (Marasco et al., 2023)

Analysis of the neural simulation data from NEST Simulator. The following analysis is part of solution for the semestral project for Informatics and Cognitive Science II from Faculty of Math and Physics of Charles University in Prague.