TuragaLab / flyvis
A connectome-constrained deep mechanistic network (DMN) model of the fruit fly visual system in PyTorch.
☆53Updated last month
Alternatives and similar repositories for flyvis:
Users that are interested in flyvis are comparing it to the libraries listed below
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆58Updated last month
- The standardised environment for the hippocampus and entorhinal cortex models☆68Updated 2 weeks ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 2 years ago
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- ☆29Updated last year
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆64Updated this week
- ☆75Updated 3 years ago
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 8 months ago
- Convert biological neuronal networks to artificial recurrent neuronal networks☆21Updated 2 years ago
- ☆29Updated 2 years ago
- Code base for the SENSORIUM competition.☆62Updated 7 months ago
- a visualization method for neural data☆211Updated 5 months ago
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆84Updated last week
- ☆72Updated last month
- repository for grid cell network code☆61Updated 2 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆53Updated 3 months ago
- A leaky integrate-and-fire computational model of the Drosophila brain☆45Updated 6 months ago
- ☆47Updated 4 months ago
- Tools for working with single-neuron morphological reconstructions☆21Updated 10 months ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- This reading list is centered around the practical application of linear dynamical systems models to predict neural data☆37Updated 3 years ago
- ☆47Updated 3 years ago
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆211Updated 3 weeks ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆146Updated 8 months ago
- Region Of Interest Classification and Tracking☆16Updated this week
- NEural MOdelS, a statistical modeling framework for neuroscience.☆92Updated this week
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆95Updated last month