sinzlab / sensorium
Code base for the SENSORIUM competition.
☆61Updated 6 months ago
Alternatives and similar repositories for sensorium:
Users that are interested in sensorium are comparing it to the libraries listed below
- ☆74Updated 2 years ago
- 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
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆45Updated 4 months ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆52Updated 2 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
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- ☆49Updated 2 years ago
- GLMCC: The generalized linear model for spike cross-correlation (Kobayashi et al., Nature Communications, 2019)☆34Updated 2 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆130Updated 6 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- Home of the neural decode algorithm MINT.☆14Updated 3 weeks ago
- jPCA for Neural Data Analysis in Python☆46Updated last year
- Sparse component analysis☆26Updated last week
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆32Updated last year
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆25Updated 2 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆93Updated 3 weeks ago
- Preferential Subspace Identification Algorithm☆50Updated 3 months ago
- Toolbox for analyzing behavioral videos and neural activity☆57Updated last year
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆63Updated last month
- repository for grid cell network code☆61Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆76Updated 6 months ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆89Updated this week
- Neuroelectrophysiology object model and data analysis in Python.☆50Updated 2 months ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆59Updated 11 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆16Updated last month
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆44Updated 5 years ago