repository for grid cell network code
☆78Jan 11, 2023Updated 3 years ago
Alternatives and similar repositories for grid-pattern-formation
Users that are interested in grid-pattern-formation are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official code for On Path Integration of Grid Cells: Group Representation and Isotropic Scaling (NeurIPS 2021)☆54Nov 10, 2021Updated 4 years ago
- Implementation of grid cells in Python and Javascript☆23Jan 13, 2022Updated 4 years ago
- Implementation of Vector Based Navigation using Grid-like cells using Tensorflow and Numpy☆35Mar 24, 2023Updated 3 years ago
- TensorFlow code for paper: Learning Grid-like Units with Vector Representation of Self-Position and Matrix Representation of Self-Motion☆19Jan 4, 2019Updated 7 years ago
- ☆215Sep 29, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Implementation of the Tolman Eichenbaum Machine in pytorch☆180Apr 27, 2022Updated 4 years ago
- Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial agents, as…☆267Oct 12, 2020Updated 5 years ago
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆21Mar 23, 2016Updated 10 years ago
- A short conceptual replication of "Prefrontal cortex as a meta-reinforcement learning system" in Jax.☆20Feb 27, 2023Updated 3 years ago
- PYTORCH Implementation of the supervised learning experiments in Vector-based navigation using grid-like representations in artificial ag…☆19May 22, 2020Updated 6 years ago
- Multidigraph learning (MDGL) for training recurrent spiking neural networks☆13Dec 18, 2021Updated 4 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Oct 7, 2019Updated 6 years ago
- Analytical methods for efficient inference of integrate-and-fire circuit models from single-trial spike trains☆11Oct 30, 2019Updated 6 years ago
- Course materials for the 2018 Summer Workshop on the Dynamic Brain☆24Aug 29, 2018Updated 8 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- ☆17Sep 9, 2020Updated 6 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Sep 9, 2017Updated 9 years ago
- ☆17Apr 8, 2021Updated 5 years ago
- Code and data to accompany the Rosenberg 2021 Preprint☆21Apr 19, 2023Updated 3 years ago
- Learning Grid Cells as Vector Representation of Self-Position Coupled with Matrix Representation of Self-Motion☆18Feb 24, 2019Updated 7 years ago
- ☆30May 2, 2019Updated 7 years ago
- Short-term plasticity RNN models in Tensorflow☆38Feb 4, 2020Updated 6 years ago
- sequential learning in orthogonal subspaces☆14Nov 20, 2020Updated 5 years ago
- A course given at the 2017 Canadian Neuroscience meeting, Neural Signal Analysis Satellite.☆16May 13, 2018Updated 8 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆35Mar 17, 2025Updated last year
- Closed-loop simulator of complex behavior and learning based on reinforcement learning and deep neural networks☆16Mar 20, 2026Updated 6 months ago
- A curated collection of neuroscience tasks with a common interface.☆343Mar 31, 2026Updated 5 months ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆40Apr 23, 2019Updated 7 years ago
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆271Jul 9, 2026Updated 2 months ago
- ☆11Nov 28, 2022Updated 3 years ago
- Models and examples built with TensorFlow☆15Jan 5, 2021Updated 5 years ago
- Example files to test interaction between models developed at the Allen Brain Institute and NeuroML☆17May 19, 2026Updated 4 months ago
- The standardised environment for the hippocampus and entorhinal cortex models☆84Sep 7, 2026Updated 2 weeks ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Models and simulations for state space composition☆28Dec 4, 2024Updated last year
- PyTorch implementation of linear and convolutional layers with fixed, random feedback weights.☆15Mar 14, 2021Updated 5 years ago
- Example analyses making extensive use of nelpy.☆10May 1, 2019Updated 7 years ago
- Reference sparse coding implementations for efficient learning and inference.☆27Jul 9, 2025Updated last year
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆72Jul 18, 2023Updated 3 years ago
- Implementation of approximate free-energy minimization in PyTorch☆21Oct 16, 2021Updated 4 years ago
- PyTorch implementation for "Probabilistic Circuits for Variational Inference in Discrete Graphical Models", NeurIPS 2020☆17Oct 11, 2021Updated 4 years ago