sinzlab / neuralpredictors
Machine Learning Utils of Sinzlab
☆27Updated 6 months ago
Alternatives and similar repositories for neuralpredictors:
Users that are interested in neuralpredictors are comparing it to the libraries listed below
- ☆72Updated 2 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆129Updated 5 months ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆32Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- ☆21Updated 2 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- Feature extraction, dimensionality reduction, model benchmarking.☆29Updated 4 months ago
- Code base for the SENSORIUM competition.☆59Updated 5 months ago
- Recurrent convolutional neural networks for object recognition☆18Updated 4 years ago
- ☆22Updated 4 months ago
- Toolbox for analyzing behavioral videos and neural activity☆57Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated last year
- 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
- ☆71Updated last month
- 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
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆57Updated 10 months ago
- Modeling cortical visual topography with interactive topographic network (ITN) models☆15Updated 3 years ago
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 6 months ago
- Poisson Identifiable VAE (pi-VAE)☆50Updated 3 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆38Updated 3 months ago
- Code for "V1T: Large-scale mouse V1 response prediction using a Vision Transformer"☆20Updated 6 months ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆90Updated 3 months ago
- ☆24Updated last year
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆48Updated 3 weeks ago
- Preferential Subspace Identification Algorithm☆50Updated 2 months ago
- Task-driven models of the dorsal visual stream☆18Updated 2 years ago
- Code related to analyzing the Natural Scenes Dataset☆36Updated last month
- Schemata and libraries for neuroscientific data☆20Updated 2 months ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆92Updated 5 months ago