ruiqigao / GridCell
TensorFlow code for paper: Learning Grid-like Units with Vector Representation of Self-Position and Matrix Representation of Self-Motion
☆18Updated 6 years ago
Alternatives and similar repositories for GridCell:
Users that are interested in GridCell are comparing it to the libraries listed below
- Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy☆33Updated last year
- Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)☆50Updated 3 years ago
- Learning Grid Cells as Vector Representation of Self-Position Coupled with Matrix Representation of Self-Motion☆16Updated 5 years ago
- PYTORCH Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial ag…☆18Updated 4 years ago
- Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as…☆247Updated 4 years ago
- ☆32Updated 9 months ago
- The code and trajectory data for the continuous attractor network model of grid cells and place cells for my senior honors thesis in Cogn…☆11Updated 4 years ago
- repository for grid cell network code☆61Updated 2 years ago
- A fully working implementation of RATSLAM in Python, using OpenCV.☆42Updated 11 years ago
- Physics games involving tool use for studying human physical representations and rapid trial-and-error learning☆44Updated 4 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 2 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated last year
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆26Updated 3 years ago
- Vector-based navigation using grid-like representations in artificial agents☆19Updated 6 years ago
- NeuroSLAM: A Brain inspired SLAM System for 3D Environments☆104Updated last year
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆40Updated 3 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆15Updated last year
- Implementation of the Tolman Eichenbaum Machine in pytorch☆146Updated 2 years ago
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆19Updated 8 years ago
- Automatic Hebbian learning in multi-layer convolutional networks with PyTorch, by expressing Hebbian plasticity rules as gradients☆37Updated last year
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- ☆9Updated 9 years ago
- Inferring the Similarity of Task-Derived Representations from Brain Activity☆16Updated 2 years ago
- Official Release of NeurIPS 2020 Spotlight paper "Generative Neurosymbolic Machines"☆35Updated 11 months ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆23Updated 5 years ago
- QMDP-Net implementation☆65Updated 4 years ago
- ☆24Updated 4 years ago
- ☆27Updated 4 years ago
- Analysis for spatially modulated spiking activity, e.g. place cells, grid cells☆18Updated 2 months ago
- Tensorflow models and simulation code for 'ShapeStacks: Learning Vision-Based Physical Intuition for Generalised Object Stacking'☆46Updated last year