sinzlab / sensorium
Code base for the SENSORIUM competition.
☆62Updated 7 months ago
Alternatives and similar repositories for sensorium:
Users that are interested in sensorium are comparing it to the libraries listed below
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 8 months ago
- ☆75Updated 3 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆95Updated last month
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆33Updated last year
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆61Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆48Updated 2 weeks ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆53Updated 3 months ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆14Updated last year
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆58Updated last month
- Some methods for comparing network representations in deep learning and neuroscience.☆132Updated 7 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- ☆48Updated 2 years ago
- Home of the neural decode algorithm MINT.☆15Updated 2 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated this week
- Sparse component analysis☆26Updated last month
- Preferential Subspace Identification Algorithm☆52Updated 4 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- ☆47Updated 4 months ago
- ☆29Updated last year
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆64Updated this week
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆94Updated 7 months ago
- Coding exercises for Neural Data Science at CSHL in 2019☆28Updated 4 years ago
- ☆70Updated 2 years ago
- Convert biological neuronal networks to artificial recurrent neuronal networks☆21Updated 2 years ago
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- ☆19Updated 3 years ago