AdaptiveMotorControlLab / cebra-figuresLinks
Figures, tables and stats for Schneider, Lee and Mathis 2022: Learnable latent embeddings for joint behavioral and neural analysis.
☆20Updated 2 years ago
Alternatives and similar repositories for cebra-figures
Users that are interested in cebra-figures are comparing it to the libraries listed below
Sorting:
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆115Updated 8 months ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆88Updated 2 months ago
- ☆81Updated 3 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆55Updated 7 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆18Updated 7 months ago
- ☆59Updated 3 years ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆24Updated 6 months ago
- Toolbox for analyzing behavioral videos and neural activity☆60Updated last year
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated last month
- IBL foundation model☆27Updated 10 months ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆34Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- ☆26Updated 4 months ago
- Some methods for comparing network representations in deep learning and neuroscience.☆141Updated last year
- Python library for Representational Similarity Analysis☆221Updated last month
- Python tools for participating in Neural Latents Benchmark '21☆63Updated last year
- Home of the neural decode algorithm MINT.☆19Updated 8 months ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆38Updated last year
- Preferential Subspace Identification Algorithm☆54Updated 4 months ago
- jPCA for Neural Data Analysis in Python☆50Updated 2 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆107Updated this week
- State space models for decoding hippocampal trajectories and determining their type using sorted or clusterless data☆50Updated 3 weeks ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆16Updated 6 months ago
- Tutorial codes for modeling brains with neural nets☆235Updated 4 years ago
- ☆55Updated 3 months ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆84Updated 2 months ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆71Updated last month
- Poisson Identifiable VAE (pi-VAE)☆52Updated 4 years ago
- ☆16Updated last week