Weronika Wojtak's repositories
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
neural-fields-matlab
Some codes for simulating neural field models in MATLAB.
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.
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
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.
PKM-tools
Some tools I use for PKM in Obsidian
site
A personal website.
solving-NFEs-using-PINNs
Solving Neural Field Equations using Physics Informed Neural Networks
PID-controller-Python
Implementation of a simple PID controller in Python
PKM-tools-python
Some tools I use for Personal Knowledge Management
typevaders
ztype's uglier cousin
visualizing-neural-fields
Visualizing neural fields using python