jaxleyverse / jaxleyLinks
Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.
☆112Updated 2 weeks ago
Alternatives and similar repositories for jaxley
Users that are interested in jaxley 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.☆68Updated last week
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆100Updated last year
- Exercises and examples for the latent dynamics workshop☆19Updated 2 months ago
- PyHGF: A neural network library for predictive coding☆96Updated last week
- ☆21Updated last year
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated 3 weeks ago
- Machine Learning with Echo State Networks, a scikit-learn compatible package.☆44Updated 3 months ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- A python package for simulating movement and spatial cell types (e.g. place cells, grid cells) in continuous environments.☆237Updated 3 months ago
- large scale variational Gaussian state-space models☆14Updated last month
- The standardised environment for the hippocampus and entorhinal cortex models☆75Updated last week
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆157Updated last year
- ☆23Updated 2 years ago
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆61Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆83Updated last month
- sbi is a Python package for simulation-based inference, designed to meet the needs of both researchers and practitioners. Whether you nee…☆729Updated this week
- Community-sourced list of papers and resources on neural simulation-based inference.☆126Updated 4 months ago
- ☆11Updated 2 years ago
- repository for grid cell network code☆65Updated 2 years ago
- Predictive Coding JAX-based library☆81Updated 4 months ago
- Meta-learning local synaptic plasticity for continual familiarity detection☆16Updated 2 years ago
- Some methods for comparing network representations in deep learning and neuroscience.☆140Updated last year
- PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python☆76Updated 8 months ago
- Closed-Loop, Electrophysiology, and Optophysiology experiment simulation testbed for mesoscale neuroscience☆16Updated 2 weeks ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆68Updated 2 years ago
- Python tools for participating in Neural Latents Benchmark '21☆63Updated last year
- The Zebrafish Activity Prediction Benchmark measures progress on the problem of predicting cellular-resolution neural activity throughout…☆51Updated last week
- STATS320: Statistical Methods for Neural Data Analysis☆198Updated 3 months ago
- Code base for the SENSORIUM competition.☆64Updated last year
- ☆12Updated 2 years ago