BrainCOGS / HPC_manifolds
Analysis of hippocampal activity in the towers task
☆19Updated 3 years ago
Alternatives and similar repositories for HPC_manifolds:
Users that are interested in HPC_manifolds are comparing it to the libraries listed below
- Code for Galgali et al, 2023☆12Updated 2 years ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆47Updated 4 months ago
- ☆28Updated 11 months ago
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 7 months ago
- Machine Learning Methods for Neural Data Analysis☆13Updated 6 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
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- 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)☆20Updated 3 years ago
- Preferential Subspace Identification Algorithm☆50Updated 3 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Implemenation of Manifold Inference from Neural Dynamics (MIND) from Low & Lewallen et. al, '18☆26Updated 5 years ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Updated 7 years ago
- A dimensionality reduction framework for disentangling the flow of signals between populations of neurons☆28Updated 2 years ago
- Schemata and libraries for neuroscientific data☆20Updated 3 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆45Updated 4 months ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- repository for grid cell network code☆61Updated 2 years ago
- ☆49Updated 2 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆52Updated 2 months ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆25Updated 2 years ago
- DataHigh: A graphical user interface for visualizing and interacting with high-dimensional neural activity☆17Updated 6 years ago
- Short-term plasticity RNN models in Tensorflow☆34Updated 5 years ago
- ☆74Updated 2 years ago
- jPCA for Neural Data Analysis in Python☆46Updated last year
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆13Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated last year
- ☆17Updated last week