mattgolub / fixed-point-finderLinks
FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
☆97Updated 10 months ago
Alternatives and similar repositories for fixed-point-finder
Users that are interested in fixed-point-finder are comparing it to the libraries listed below
Sorting:
- Supplementary code for the paper "Linking connectivity, dynamics and computations in low-rank recurrent neural networks" by F. Mastrogius…☆34Updated 6 years ago
- A package to train neural networks to perform various motor tasks☆67Updated 3 weeks ago
- jPCA for Neural Data Analysis in Python☆50Updated last year
- ☆52Updated 2 years ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆20Updated 5 years ago
- Pytorch implementation of lfads, and hierarchical extension☆26Updated 3 years ago
- Python tools for participating in Neural Latents Benchmark '21☆61Updated 10 months ago
- Recurrent Switching Linear Dynamical Systems☆111Updated 2 years ago
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆53Updated 4 years ago
- Fitting low-rank RNNs to neural trajectories (LINT method).☆16Updated 2 months ago
- repository for grid cell network code☆61Updated 2 years ago
- Notebooks from the workshop tutorial implementing and discussing a range of generative models commonly used in neuroscience.☆38Updated 2 years ago
- ☆72Updated 2 years ago
- Code to train low-rank RNNs on cognitive tasks & reproduce experiments from populations paper☆28Updated 2 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆20Updated last month
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆59Updated 3 weeks ago
- Fitting and analysis of trial-based neural spike responses with Generalized Linear Model (GLM).☆70Updated 5 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆66Updated last year
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆82Updated 9 months ago
- ☆22Updated last week
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆21Updated last year
- Dimensionality reduction of spikes trains☆49Updated 3 years ago
- A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆100Updated 4 months ago
- Train excitatory-inhibitory recurrent neural networks for cognitive tasks.☆50Updated 9 years ago
- Code for Galgali et al, 2023☆13Updated 2 years ago
- Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portr…☆72Updated 3 months ago
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆49Updated 3 years ago
- Exercises and examples for the latent dynamics workshop☆17Updated last year
- ☆23Updated 6 months ago
- ☆77Updated 3 years ago