Pinned Repositories
AttractorDynamics
basal-ganglia
Basal ganglia model
chaos-forgetting-palimpsest
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
generalising-structural-knowledge
Grid-Cells
Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy
zhangxiaohan123's Repositories
zhangxiaohan123/AttractorDynamics
zhangxiaohan123/basal-ganglia
Basal ganglia model
zhangxiaohan123/chaos-forgetting-palimpsest
zhangxiaohan123/code_gridCell
Code for grid / place cells clustering project
zhangxiaohan123/computation-thru-dynamics
Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.
zhangxiaohan123/Context-Dependent-Gating
Algorithm to alleviate catastrophic forgetting in neural networks by gating hidden units
zhangxiaohan123/fixed-point-finder
FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
zhangxiaohan123/generalising-structural-knowledge
zhangxiaohan123/Grid-Cells
Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy
zhangxiaohan123/grid-pattern-formation
repository for Neurips 2019 publication code
zhangxiaohan123/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
zhangxiaohan123/hbnm
Hierarchical brain network model (Demirtas et al., 2019)
zhangxiaohan123/HBPcollab
zhangxiaohan123/IntervalTiming
Computer code of the paper 'Understanding the computational of time using neural network models'
zhangxiaohan123/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.
zhangxiaohan123/navbot
Using RGB Image as Visual Input for Mapless Robot Navigation
zhangxiaohan123/PFC_MD_weights_stability
zhangxiaohan123/pytorch-fixed-point-analysis
Implementation of fixed point analysis for Recurrent Neural Network.
zhangxiaohan123/rat-rnn
Simulate Rat neural activity in the maze
zhangxiaohan123/rat_grid
Vector-based navigation using grid-like representations in artificial agents
zhangxiaohan123/reverse-engineering-neural-networks
A collection of tools for reverse engineering neural networks.
zhangxiaohan123/successor_examples
Tutorials on learning and using successor representations.