sinzlab / neuralpredictors
Machine Learning Utils of Sinzlab
☆29Updated 2 months ago
Alternatives and similar repositories for neuralpredictors:
Users that are interested in neuralpredictors are comparing it to the libraries listed below
- Some methods for comparing network representations in deep learning and neuroscience.☆137Updated 9 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated last month
- ☆77Updated 3 years ago
- Code base for the SENSORIUM competition.☆62Updated 9 months ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆33Updated last year
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆63Updated last month
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Python tools for participating in Neural Latents Benchmark '21☆61Updated 9 months ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆98Updated 3 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Code for Cadena, S. A, et al. (2019). Deep convolutional models improve predictions of macaque V1 responses to natural images. Plos Compu…☆15Updated 6 years ago
- Poisson Identifiable VAE (pi-VAE)☆51Updated 3 years ago
- ☆75Updated last month
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆65Updated 2 months ago
- Schemata and libraries for neuroscientific data☆24Updated 6 months ago
- ☆24Updated 2 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆51Updated 2 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Toolbox for analyzing behavioral videos and neural activity☆59Updated last year
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆58Updated 4 months ago
- Code for the deep neural network modeling of a large-scale fMRI dataset.☆24Updated 2 weeks ago
- Feature extraction, dimensionality reduction, model benchmarking.☆33Updated 7 months ago
- ☆20Updated 3 years ago
- ☆51Updated 2 years ago
- ☆22Updated 3 years ago
- Models and simulations for state space composition☆16Updated 5 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆35Updated last year
- Sparse Component Analysis: An unsupervised method for recovering interpretable latent factors☆28Updated 2 months ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆95Updated this week