fabridamicelli / echoesLinks
Machine Learning with Echo State Networks, a scikit-learn compatible package.
☆44Updated 2 months ago
Alternatives and similar repositories for echoes
Users that are interested in echoes are comparing it to the libraries listed below
Sorting:
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆110Updated this week
- PyHGF: A neural network library for predictive coding☆93Updated last week
- ☆23Updated last year
- PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python☆120Updated 7 months ago
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆54Updated 3 years ago
- Inverse optimal control for continuous psychophysics☆27Updated 2 months ago
- Training spiking neural networks for sound localization☆66Updated 2 months ago
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆61Updated last year
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆100Updated last year
- PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python☆75Updated 7 months ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆83Updated 2 weeks ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆21Updated 5 years ago
- Convert biological neuronal networks to artificial recurrent neuronal networks☆21Updated 3 years ago
- Exercises and examples for the latent dynamics workshop☆19Updated last month
- Predictive coding in Python☆67Updated last year
- Demixed Shared Component Analysis☆13Updated 4 years ago
- ☆39Updated last year
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Gaussian Process Factor Analysis with Dynamical Structure☆17Updated 4 years ago
- STATS320: Statistical Methods for Neural Data Analysis☆198Updated 2 months ago
- ☆13Updated this week
- Python implementation of the Kuramoto model☆153Updated last year
- This repository contains research code for the paper "Generating realistic neurophysiological time series with denoising diffusion probab…☆79Updated 4 months ago
- ☆25Updated 3 months ago
- a Python package for unbiased estimation of timescales and hypothesis testing☆27Updated 4 months ago
- Analytical methods for efficient inference of integrate-and-fire circuit models from single-trial spike trains☆10Updated 5 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated last week
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆92Updated last year
- ☆11Updated 2 years ago
- Recurrent state-space models for decision making☆30Updated 2 years ago