GUISHENG WU's Projects
Blue Brain Python Optimisation Library
Brain Modeling Toolkit
Practical Tool for Building ML Applications with HTM-Like Algorithms
Visualizer for large-scale and interactive ray-tracing of neurons
Brian is a free, open source simulator for spiking neural networks.
Master programming by recreating your favorite technologies from scratch.
Simulator optimized for large scale neural network simulations.
This is the master code for creating the figures belonging to the course "Computational Modeling of Neuronal Plasticity" created by Florence Kleberg and Prof. Jochen Triesch, and released online for the INCF Learning Portal.
DynaSim toolbox for modeling and simulating dynamical systems
game projects
Repository for continued development of GENESIS 2.4 neural simulator
Notes & exercise solutions of Part I from the book: "Hands-On ML with Scikit-Learn, Keras & TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems" by Aurelien Geron
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Note for Aurélien Géron's 2019 book "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow, 2nd Edition"
Config files for my GitHub profile.
A program to simulate neuronal spiking based on Hodgkin Huxley model
Interactive Matplotlib Plots in Python, convering Models such as the Leaky Integrate and Fire, Izhikevich Model, FitzHugh-Nagumo Model etc...
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
Companion webpage to the book "Mathematics For Machine Learning"
A Python library for creating and simulating large-scale brain models
turtles, patches, and links for kids, teachers, and scientists
Python exercises accompanying the book "Neuronal Dynamics"
A package for data-driven validation of neuron and ion channel models using SciUnit
A Graphical User Interface with 3D Visualization features for NEURON simulation enviroment
Deep learning with spiking neural networks (SNNs) in PyTorch.
NEURON Simulator