jamesheald / COIN
The COntextual INference (COIN) model
☆18Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for COIN
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 2 years ago
- Code for Galgali et al, 2023☆11Updated last year
- 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
- Recurrent state-space models for decision making☆29Updated 2 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆62Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated last year
- ☆10Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Analysis of hippocampal activity in the towers task☆18Updated 3 years ago
- ☆24Updated last year
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆16Updated 7 years ago
- repository for grid cell network code☆54Updated last year
- Demixed Shared Component Analysis☆13Updated 4 years ago
- ☆46Updated 2 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
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆89Updated 3 months ago
- Gaussian Process Factor Analysis with Dynamical Structure☆17Updated 4 years ago
- jPCA for Neural Data Analysis in Python☆44Updated last year
- Recordings of 10k neurons during spontaneous behaviors☆50Updated 8 months ago
- Recurrent Switching Linear Dynamical Systems☆99Updated last year
- ☆46Updated 3 years ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆12Updated 2 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆28Updated 2 weeks ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- Toolbox for analyzing behavioral videos and neural activity☆57Updated 11 months ago
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆37Updated 2 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆45Updated last week
- Implemenation of Manifold Inference from Neural Dynamics (MIND) from Low & Lewallen et. al, '18☆26Updated 5 years ago
- ☆13Updated 2 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 2 years ago