NikVard

papers

Collection of papers in machine learning, deep learning and neuroscience

CNCC-2021-beginner

Computational Neuroscience Crash Course 2021 (beginner)

osint_stuff_tool_collection

A collection of several hundred online tools for OSINT

Replay_in_Sleep_Motor_Cortex

Code supporting the manuscript "Learned motor patterns are replayed in human motor cortex during sleep" by Rubin et al.

handwritingBCI

Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"

Epilepsy_Seizure_detection_via_CNN

Classify human epileptic seizures and normal brain activity via CNN

shell_gpt

A command-line productivity tool powered by AI large language models like GPT-4, will help you accomplish your tasks faster and more efficiently.

EEG-filtering

Removal of EOG artifacts from EEG using Adaptive Filtering

neuronaldynamics-exercises

Python exercises accompanying the book "Neuronal Dynamics"

one-critic-two-actors

Supporting material for the article "One critic, two actors"

mne-python

MNE: Magnetoencephalography (MEG) and Electroencephalography (EEG) in Python

RLwithReplay

This is the source code to simulate model-based (MB) and model-free (MF) reinforcement learning algorithms with replays in grid worlds.

awesome-flipperzero

🐬 A collection of awesome resources for the Flipper Zero device.

theoretical-neuroscience

Exercises of Theoretical Neuroscience, in Python

nest-simulator

The NEST simulator

reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

methods_class

"Approaches to Study Neural Circuits" course

scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

Pentest-Cheat-Sheets

A collection of snippets of codes and commands to make your life easier!

spatial-computation

Spatial computation

cheatsheets

Official Matplotlib cheat sheets

neurolab

NeurOLAB is a MATLAB toolbox for generating neural oscillations, simulating LFP signals and testing brain stimulation strategies. Neural activity is modelled using multiple populations of noisy Kuramoto oscillators.

EITN_fall_school

density-driven

Code for "A density-driven method for the placement of biological cells over two-dimensional manifolds"

manim

Animation engine for explanatory math videos

course-content

NMA Computational Neuroscience course

dotfiles

[MIRROR] The path to GNUrvana

CNCC-2021

Computational Neuroscience Crash Course 2021

awesome-math

A curated list of awesome mathematics resources

Chaos

Visualizations of the connections between chaos theory and fractals through the logistic map; made for Veritasium YouTube video