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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

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)

hbpcollab

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

pfc_md_weights_stability

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.