ganguli-lab / grid-pattern-formation
repository for grid cell network code
☆51Updated last year
Related projects ⓘ
Alternatives and complementary repositories for grid-pattern-formation
- A repository collating interesting and/or influential predictive coding papers☆57Updated 3 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
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆87Updated 3 months ago
- Code for Galgali et al, 2023☆11Updated last year
- This repository contains the Matlab code for "Extracting grid characteristics from spatially distributed place cell inputs using non-nega…☆19Updated 8 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 2 years ago
- Short-term plasticity RNN models in Tensorflow☆33Updated 4 years ago
- ☆38Updated 9 months ago
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆32Updated 6 years ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆36Updated 8 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆45Updated 2 weeks ago
- ☆34Updated 2 years ago
- ☆179Updated 2 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆125Updated 3 months ago
- ☆46Updated 3 years ago
- Code for "Biologically plausible learning in recurrent neural networks", Miconi et al. eLife 2017☆35Updated 5 years ago
- Predictive coding in Python☆63Updated 7 months ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆23Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated last year
- ☆13Updated 2 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- Matlab exercises with solutions to implement and visualise concepts from Sara Solla's talk on World Wide Neuro (Apr 29, 2020)☆21Updated 3 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆12Updated 2 years ago
- Implementation of the Tolman Eichenbaum Machine in pytorch☆141Updated 2 years ago
- Seminar on Advanced Topics in Theoretical Neuroscience - Columbia University 2020☆10Updated 4 years ago
- Responses of 10,000 neurons to 2,800 natural images☆67Updated 5 years ago
- Predictive Coding in the Visual Cortex: a Functional Interpretation of Some Extra-classical Receptive-field Effects☆23Updated 5 years ago
- ☆14Updated 4 years ago
- Python tools for participating in Neural Latents Benchmark '21☆56Updated 3 months ago
- A python package for simulating motion in continuous environments and spatial cell types (e.g. place cell).☆191Updated this week