netneurolab / conn2res
A reservoir computing toolbox for neuroscientists
☆94Updated 2 months ago
Alternatives and similar repositories for conn2res:
Users that are interested in conn2res are comparing it to the libraries listed below
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆53Updated 2 months ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆52Updated 4 years ago
- Preferential Subspace Identification Algorithm☆52Updated 4 months ago
- A Guide to Reconstructing Dynamical Systems from Neural Measurements Using Recurrent Neural Networks☆33Updated 11 months ago
- Python tools for participating in Neural Latents Benchmark '21☆59Updated 7 months ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆46Updated this week
- ☆48Updated 2 years ago
- ☆29Updated last year
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆55Updated 2 weeks ago
- ☆48Updated 10 months ago
- ☆47Updated 4 months ago
- A very simple and barebones tensor decomposition library for CP decomposition a.k.a. PARAFAC a.k.a. TCA☆33Updated last year
- Methods for studying dynamic functional brain activity in neuroimaging data.☆64Updated this week
- Papers and other material for getting started with Neuro-AI!☆48Updated last year
- ☆74Updated 3 years ago
- A repository of neural manifold techniques described and compared in "Neural manifold analysis of brain circuit dynamics in health and di…☆25Updated last year
- A MATLAB toolbox for performing information theory analyses of neuroscience data☆73Updated 6 years ago
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆77Updated 6 months ago
- ☆79Updated last month
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆25Updated 2 years ago
- ☆12Updated 2 months ago
- Python-module for calculation of extracellular potentials from multicompartment neuron models and networks☆79Updated last month
- ☆18Updated last month
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆39Updated 2 years ago
- Code to accompany the textbook "Modeling Neural Circuits Made Simple"☆146Updated 8 months ago
- A Matlab interface for reading and writing NWB files☆51Updated this week
- A large-scale spiking model of the vision-related areas of macaque cortex.☆71Updated 10 months ago
- Convert biological neuronal networks to artificial recurrent neuronal networks☆21Updated 2 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 years ago
- Preferential Subspace Identification Algorithm☆47Updated last year