Code to train and analyze multi-region data-constrained RNNs and perform Current-Based Decomposition (CURBD)
☆56Dec 22, 2020Updated 5 years ago
Alternatives and similar repositories for CURBD
Users that are interested in CURBD are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆12Nov 22, 2022Updated 3 years ago
- Tutorial codes for modeling brains with neural nets☆239Aug 12, 2021Updated 4 years ago
- ☆11Feb 27, 2023Updated 3 years ago
- website of the CSE 5339 class on TDA and Neuroscience☆12Apr 23, 2022Updated 3 years ago
- ConvRNN Model Zoo: ImageNet pre-trained convolutional recurrent neural networks☆37Oct 27, 2023Updated 2 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Oct 7, 2019Updated 6 years ago
- Library to perform Slice Tensor Component Analysis (sliceTCA)☆61Mar 7, 2025Updated last year
- A curated collection of neuroscience tasks with a common interface.☆315Mar 3, 2026Updated 3 weeks ago
- ☆32Feb 28, 2026Updated 3 weeks ago
- An implementation of piecewise linear time warping for multi-dimensional time series alignment☆187Aug 15, 2024Updated last year
- ☆18Feb 1, 2024Updated 2 years ago
- Matlab codepack for performing dimensionality reduction on neural data using TD-GPFA or GPFA.☆22Jul 30, 2017Updated 8 years ago
- Papers from the intersection of deep learning and neuroscience☆436Jan 8, 2026Updated 2 months ago
- Variational Animal Motion Embedding - A tool for time series embedding and clustering☆199Oct 3, 2024Updated last year
- 2023: Preserved neural dynamics across animals performing similar behaviour☆17Jul 1, 2025Updated 8 months ago
- This code package is for the Tensor-Maximum-Entropy (TME) method. This method generates random surrogate data that preserves a specified …☆18Sep 9, 2017Updated 8 years ago
- Code for "Cortical areas interact through a communication subspace", Semedo et al. (Neuron, 2019)☆47Sep 27, 2019Updated 6 years ago
- A python package that includes many methods for decoding neural activity☆469Jul 3, 2023Updated 2 years ago
- Tools and functions for neural data processing and analysis in python☆29Mar 9, 2026Updated 2 weeks ago
- Dynamical Similarity Analysis code accompanying the paper "Beyond Geometry: comparing the temporal structure of computation in neural cir…☆87Mar 2, 2026Updated 3 weeks ago
- Revealing neural correlates of behavior without behavioral measurements☆16Nov 18, 2019Updated 6 years ago
- FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks☆105Jul 30, 2024Updated last year
- A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.☆22Aug 22, 2023Updated 2 years ago
- ☆84Feb 25, 2022Updated 4 years ago
- catchaMouse16: CAnonical Time-series CHaracteristics for Mouse fMRI☆19Jul 15, 2025Updated 8 months ago
- STATS320: Statistical Methods for Neural Data Analysis☆198Jun 4, 2025Updated 9 months ago
- Dendritic Spine Analysis Software☆13Apr 27, 2023Updated 2 years ago
- https://doi.org/10.1101/2021.02.22.432228☆10Nov 24, 2021Updated 4 years ago
- ☆16May 25, 2020Updated 5 years ago
- a python3 version of matlab mTRF-Toolbox by Lalor Lab https://mtrfpy.readthedocs.io/☆35Oct 22, 2025Updated 5 months ago
- sequential learning in orthogonal subspaces☆14Nov 20, 2020Updated 5 years ago
- ☆23May 15, 2020Updated 5 years ago
- A Python Shiny project with Joachim Goedhart☆20Jun 30, 2024Updated last year
- ☆10Jan 16, 2024Updated 2 years ago
- A demo showcasing linear regression, reduced-rank regression and a linear system identification algorithm for modelling time series -- an…☆18Dec 23, 2025Updated 3 months ago
- Code for Task representations in neural networks trained to perform many cognitive tasks☆173Jan 17, 2019Updated 7 years ago
- A nonlinear time series analysis toolbox☆12Nov 12, 2022Updated 3 years ago
- Code package that allows meta analyses of unsupervised behavior results☆20Jun 5, 2025Updated 9 months ago
- A set of tools to analyze and interpret auditory steady-state responses, particularly the subcortical kind commonly known as frequency-fo…☆15Jan 19, 2026Updated 2 months ago