fabridamicelli / echoesLinks
Machine Learning with Echo State Networks, a scikit-learn compatible package.
☆44Updated 4 months ago
Alternatives and similar repositories for echoes
Users that are interested in echoes are comparing it to the libraries listed below
Sorting:
- Awesome tutorials, papers, projects and tools for Reservoir Computing techniques like Echo State Networks (ESN).☆60Updated 4 years ago
- Python implementation of the Kuramoto model☆163Updated 4 months ago
- Differentiable neuron simulations with biophysical detail on CPU, GPU, or TPU.☆177Updated last week
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆104Updated last year
- Training spiking neural networks for sound localization☆67Updated 2 months ago
- PyBADS: Bayesian Adaptive Direct Search optimization algorithm for model fitting in Python☆84Updated 3 months ago
- Code for "Inferring Latent Dynamics Underlying Neural Population Activity via Neural Differential Equations"☆14Updated 4 years ago
- PyHGF: A neural network library for predictive coding☆116Updated 3 weeks ago
- Exercises and examples for the latent dynamics workshop☆19Updated 6 months ago
- A Python 3 framework for Reservoir Computing with a scikit-learn-compatible API.☆94Updated last year
- Bayesian learning and inference for state space models (SSMs) using Google Research's JAX as a backend☆63Updated last year
- Predictive coding in Python☆70Updated last year
- Convert biological neuronal networks to artificial recurrent neuronal networks☆21Updated 3 years ago
- ☆13Updated 5 months ago
- PyPi Package of Self-Organizing Recurrent Neural Networks (SORN) and Neuro-robotics using OpenAI Gym☆39Updated last year
- ☆29Updated 3 months ago
- ☆24Updated 2 years ago
- Estimating Noise Correlations in Neural Populations with Wishart Processes☆10Updated last year
- Project repo for gpSLDS☆17Updated last month
- Code for Galgali et al, 2023☆14Updated 3 years ago
- large scale variational Gaussian state-space models☆14Updated last month
- repository for grid cell network code☆73Updated 3 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆87Updated last month
- Gaussian Process Factor Analysis with Dynamical Structure☆17Updated 5 years ago
- STATS320: Statistical Methods for Neural Data Analysis☆198Updated 8 months ago
- A generalised Gaussian process method for learning vector fields over non-Euclidean domains. Particularly useful for EEG data analysis an…☆25Updated last year
- Inverse optimal control for continuous psychophysics☆30Updated 2 months ago
- PyVBMC: Variational Bayesian Monte Carlo algorithm for posterior and model inference in Python☆124Updated last month
- ☆12Updated 3 years ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆23Updated 6 years ago