sinzlab / neuralpredictors
Machine Learning Utils of Sinzlab
☆27Updated 7 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.☆130Updated 6 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- ☆74Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆32Updated last year
- ☆22Updated 2 years ago
- ☆22Updated 5 months ago
- ☆18Updated 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 5 years ago
- Toolbox for analyzing behavioral videos and neural activity☆57Updated last year
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 7 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated last year
- Code base for the SENSORIUM competition.☆61Updated 6 months ago
- Feature extraction, dimensionality reduction, model benchmarking.☆31Updated 5 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- Modeling cortical visual topography with interactive topographic network (ITN) models☆15Updated 3 years ago
- Recurrent convolutional neural networks for object recognition☆18Updated 4 years ago
- Schemata and libraries for neuroscientific data☆20Updated 3 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
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆59Updated 11 months ago
- ☆72Updated last week
- ☆49Updated 2 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆93Updated 2 weeks ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Poisson Identifiable VAE (pi-VAE)☆50Updated 3 years ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆89Updated this week
- Materials for Methods in Neuroscience at Dartmouth (MIND) 2019 Summer School on Cognitive Maps☆51Updated 4 years ago
- ☆47Updated 3 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- A unified Python package that standardizes existing implementations of similarity measures to faciliate comparisons across studies.☆23Updated 2 months ago