ganguli-lab / grid-pattern-formation
repository for grid cell network code
☆61Updated 2 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
- A repository collating interesting and/or influential predictive coding papers☆67Updated 3 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- ☆183Updated 2 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆92Updated 6 months ago
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆19Updated 8 years ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆32Updated 6 years ago
- Lu, Q., Hasson, U., & Norman, K. A. (2022). A neural network model of when to retrieve and encode episodic memories. eLife☆40Updated 2 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆52Updated last month
- ☆35Updated 2 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆36Updated 8 years ago
- Code for Galgali et al, 2023☆12Updated 2 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 6 months ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 2 years ago
- ☆74Updated 2 years ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆25Updated 2 years ago
- ☆49Updated 2 years ago
- Predictive coding in Python☆65Updated 10 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 2 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆146Updated 2 years ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆161Updated 6 years ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆20Updated 3 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆76Updated 5 months ago
- The standardised environment for the hippocampus and entorhinal cortex models☆68Updated last week
- jPCA for Neural Data Analysis in Python☆46Updated last year
- A curated collection of neuroscience tasks with a common interface.☆269Updated this week