philshiu / Drosophila_brain_modelLinks
A leaky integrate-and-fire computational model of the Drosophila brain
☆54Updated 9 months ago
Alternatives and similar repositories for Drosophila_brain_model
Users that are interested in Drosophila_brain_model are comparing it to the libraries listed below
Sorting:
- A connectome-constrained deep mechanistic network (DMN) model of the fruit fly visual system in PyTorch.☆62Updated 5 months ago
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆229Updated last week
- The codes, software, models, protocols, and etc. for building and using MINI2P to do the freely-moving recording and analysis. More detai…☆94Updated last year
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆60Updated last month
- a visualization method for neural data☆226Updated 2 months ago
- ☆51Updated 3 weeks ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆73Updated 4 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Python tools for participating in Neural Latents Benchmark '21☆61Updated 11 months ago
- NEural MOdelS, a statistical modeling framework for neuroscience.☆100Updated this week
- A package to train neural networks to perform various motor tasks☆67Updated last month
- ☆77Updated 3 years ago
- Calibrated inference of spiking from calcium ΔF/F data using deep networks☆144Updated 3 weeks ago
- jPCA for Neural Data Analysis in Python☆50Updated last year
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆150Updated last year
- Algorithm for automated source extraction from 1P data☆20Updated 2 years ago
- Elephant is the Electrophysiology Analysis Toolkit☆214Updated 2 months ago
- A reservoir computing toolbox for neuroscientists☆102Updated 6 months ago
- Bayesian learning and inference for state space models☆13Updated 3 years ago
- Training spiking neural networks for sound localization☆67Updated 2 weeks ago
- ☆38Updated 4 years ago
- A course for brains interested in brains (not tools interested in tools)☆53Updated 2 weeks ago
- Biologically based dynamics for machine learning and deep learning tools for neuroscience.☆33Updated 3 weeks ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆35Updated 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
- ☆17Updated 2 months ago
- High level pandas-based API for batch analysis of Calcium Imaging data using CaImAn☆68Updated 3 weeks ago
- EXTRACT is a tractable and robust automated cell extraction tool for calcium imaging, which extracts the activities of cells as time seri…☆74Updated 6 months ago
- Code and data to accompany the Rosenberg 2021 Preprint☆18Updated 2 years ago
- The standardised environment for the hippocampus and entorhinal cortex models☆71Updated last week