ruiqigao / GridCellLinks
TensorFlow code for paper: Learning Grid-like Units with Vector Representation of Self-Position and Matrix Representation of Self-Motion
☆19Updated 7 years ago
Alternatives and similar repositories for GridCell
Users that are interested in GridCell are comparing it to the libraries listed below
Sorting:
- Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy☆35Updated 2 years ago
- Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)☆54Updated 4 years ago
- Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as…☆263Updated 5 years ago
- Learning Grid Cells as Vector Representation of Self-Position Coupled with Matrix Representation of Self-Motion☆17Updated 6 years ago
- PYTORCH Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial ag…☆20Updated 5 years ago
- repository for grid cell network code☆73Updated 3 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆172Updated 3 years ago
- ☆37Updated last year
- Predictive coding in Python☆70Updated last year
- ☆42Updated 3 years ago
- Code and data for People construct simplified mental representations to plan☆23Updated 2 years ago
- ☆204Updated 3 years ago
- A fully working implementation of RATSLAM in Python, using OpenCV.☆47Updated 12 years ago
- Modular Object-Oriented Games (MOOG): Python-based game engine for reinforcement learning, psychology, and neurophysiology.☆38Updated 5 months ago
- Free Energy Principle and Active Inference tutorials for newbies☆50Updated 5 years ago
- Implementation of the two-step-task as described in "Prefrontal cortex as a meta-reinforcement learning system" and "Learning to Reinforc…☆59Updated 6 years ago
- Deep active inference agents using Monte-Carlo methods☆96Updated 7 months ago
- Support material for MAT6115, Université de Montréal, Fall 2018☆28Updated 2 years ago
- A Python Implementation of Predictive Coding (Whittington & Bogacz 2017)☆18Updated 5 years ago
- Tutorials on learning and using successor representations.☆54Updated 6 years ago
- Source code and data for the paper "Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors"☆189Updated 2 years ago
- Research of a deep predictive coding model for unsupervised representation learning from video and audio data.☆32Updated 6 years ago
- Basic Implementation of a Continuous-attractor Neural Network☆30Updated 3 years ago
- Language of thought library for python 3☆50Updated last year
- Meta-Learning through Hebbian Plasticity in Random Networks: https://arxiv.org/abs/2007.02686☆145Updated 4 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆45Updated 3 years ago
- Generative Neuro-Symbolic (GNS) Modeling (Feinman & Lake, 2021)☆29Updated 4 years ago
- 🧊 🚩Comparison of active inference, q-learning and bayesian rl using modified FrozenLake environment☆34Updated 6 years ago
- Animal-AI 3☆66Updated 2 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆18Updated 2 years ago