TuragaLab / wormvae
Connectome-constrained Latent Variable Model of Whole-brain Neural Activity, ICLR 2022
☆11Updated 2 years ago
Alternatives and similar repositories for wormvae:
Users that are interested in wormvae are comparing it to the libraries listed below
- A connectome-constrained deep mechanistic network (DMN) model of the fruit fly visual system in PyTorch.☆48Updated this week
- ☆28Updated 11 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated last year
- Quantify geometric intelligence in natural and artificial brains.☆50Updated 2 months ago
- A dimensionality reduction framework for characterizing the multi-dimensional, concurrent flow of signals across multiple neuronal popula…☆13Updated last year
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 6 months ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆15Updated 2 years ago
- ☆47Updated 3 years ago
- Convert biological neuronal networks to artificial recurrent neuronal networks☆20Updated 2 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆29Updated 2 months ago
- The standardised environment for the hippocampus and entorhinal cortex models☆66Updated last week
- Some methods for comparing network representations in deep learning and neuroscience.☆129Updated 6 months ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆49Updated last month
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆32Updated 6 years ago
- ☆19Updated 9 months ago
- The COntextual INference (COIN) model☆20Updated 5 months ago
- Flexible modulation of sequence generation in the entorhinal-hippocampal system.☆13Updated 2 years ago
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆19Updated last year
- IBL foundation model☆19Updated last month
- Official PyTorch implementation of Bispectral Neural Networks, ICLR 2023☆21Updated last year
- ☆28Updated 11 months ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- ☆44Updated 3 months ago
- Toolbox for analyzing behavioral videos and neural activity☆57Updated last year
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- Code for NeurIPS 2022 No Free Lunch from Deep Learning in Neuroscience: A Case Study through Models of the Entorhinal-Hippocampal Circuit☆13Updated 2 years ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆9Updated 3 years ago
- Code base for the SENSORIUM competition.☆61Updated 5 months ago
- repository for grid cell network code☆59Updated 2 years ago
- ☆73Updated 2 years ago