netneurolab / conn2resLinks
A reservoir computing toolbox for neuroscientists
☆107Updated 9 months ago
Alternatives and similar repositories for conn2res
Users that are interested in conn2res are comparing it to the libraries listed below
Sorting:
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆84Updated last month
- ☆45Updated this week
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆87Updated 2 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆54Updated 4 years ago
- Python-module for calculation of extracellular potentials from multicompartment neuron models and networks☆83Updated 8 months ago
- ☆54Updated 3 months ago
- Preferential Subspace Identification Algorithm☆54Updated 4 months ago
- Methods for studying dynamic functional brain activity in neuroimaging data.☆74Updated last week
- Training spiking neural networks for sound localization☆66Updated 3 months ago
- Convert biological neuronal networks to artificial recurrent neuronal networks☆21Updated 3 years ago
- Official Implementation of POYO-1 https://poyo-brain.github.io/☆70Updated 3 weeks ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆114Updated 8 months ago
- Papers and other material for getting started with Neuro-AI!☆53Updated 2 years ago
- Python tools for participating in Neural Latents Benchmark '21☆63Updated last year
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆38Updated last year
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆66Updated last month
- ☆81Updated 3 years ago
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆74Updated 7 years ago
- The Human Neocortical Neurosolver (HNN) is a software tool that gives researchers/clinicians the ability to develop/test hypotheses on ci…☆90Updated 3 months ago
- Python library for Representational Similarity Analysis☆218Updated last month
- ☆31Updated last year
- Examples of BrainPy☆33Updated last year
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆158Updated last year
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆54Updated 7 months ago
- ☆80Updated 7 months ago
- ☆54Updated last year
- Framework for Information Theoretical analysis of Electrophysiological data and Statistics☆92Updated 5 months ago
- Phase-Amplitude Coupling under Python☆113Updated last year
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆29Updated 2 years ago
- Example code accompanying the sternberg concept cell data release for Kyzar et al. (2024)☆11Updated last year