mattgolub / fixed-point-finderLinks
FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks
☆104Updated last year
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…☆37Updated 7 years ago
- Implementation of fixed point analysis for Recurrent Neural Network.☆22Updated 5 years ago
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆70Updated 2 years ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆68Updated this week
- Matlab interface for Latent Factor Analysis via Dynamical Systems (LFADS)☆50Updated 3 years ago
- A package to train neural networks to perform various motor tasks☆71Updated 3 months ago
- ☆36Updated 4 months ago
- Code accompanying Inferring stochastic low-rank RNNs from neural data. @matthijspals☆25Updated last month
- Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-i…☆85Updated last week
- Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)☆55Updated 4 years ago
- Code for Galgali et al, 2023