zhangxiaohan123's repositories
basal-ganglia
Basal ganglia model
code_gridCell
Code for grid / place cells clustering project
computation-thru-dynamics
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
Context-Dependent-Gating
Algorithm to alleviate catastrophic forgetting in neural networks by gating hidden units
fixed-point-finder
FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
Grid-Cells
Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy
grid-pattern-formation
repository for Neurips 2019 publication code
gridtorch
PYTORCH Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as published at https://www.nature.com/articles/s41586-018-0102-6
hbnm
Hierarchical brain network model (Demirtas et al., 2019)
IntervalTiming
Computer code of the paper 'Understanding the computational of time using neural network models'
LPFC
The codes were written for the following paper: Yim MY, Cai X & Wang X-J(2019) Transforming the choice outcome to an action plan in monkey lateral prefrontal cortex: a neural circuit model. Neuron 103, 1–13.
navbot
Using RGB Image as Visual Input for Mapless Robot Navigation
pytorch-fixed-point-analysis
Implementation of fixed point analysis for Recurrent Neural Network.
rat-rnn
Simulate Rat neural activity in the maze
rat_grid
Vector-based navigation using grid-like representations in artificial agents
reverse-engineering-neural-networks
A collection of tools for reverse engineering neural networks.
successor_examples
Tutorials on learning and using successor representations.