w-wojtak Goto Github PK

a-dynamic-neural-field-model-of-continuous-input-integration

Examples of Matlab code used in the article 'A dynamic neural field model of continuous input integration' by W. Wojtak et al.

conferences-neural-fields

List of events for researchers in neural fields area

dnf-robotics

Examples of robotics experiments using architectures based on the theoretical framework of Dynamic Neural Fields from W. Wojtak et al. A neural integrator model for planning and value-based decision making of a robotics assistant. Neural Computing and Applications, 33(8), 3737-3756, 2021 and other articles.

driving-routines-carla

ds-crash-course

backup of notebooks from data science crash course from freecodecamp

edx-predictive-analytics

backup of notebooks from predictive analytics course on edx

face-detection-and-recognition

learning_algos

leetcode-30-days-of-js

neural-fields-matlab

Some codes for simulating neural field models in MATLAB.

neural-fields-python

Simulating neural field models in Python.

nf-model-for-learning-time-intervals

Simulates a time measurement and time reproduction experiment using a model of a robust neural integrator based on the theoretical framework of dynamic neural fields.

pid-controller-python

Implementation of a simple PID controller in Python

pinns-and-ipinns-pytorch

This repository hosts my PyTorch implementations of PINN (Physics-Informed Neural Network) and iPINN (inverse Physics-Informed Neural Network) from the tutorial https://towardsdatascience.com/inverse-physics-informed-neural-net-3b636efeb37e

pinns-slides

pkm-tools

Some tools I use for PKM in Obsidian

pkm-tools-python

quasicrystal-patterns-in-neural-fields

site

A personal website.

solving-nfes-using-pinns

Solving Neural Field Equations using Physics Informed Neural Networks

typevaders

ztype's uglier cousin

visualizing-neural-fields

Visualizing neural fields using python