Behavioural and Dynamic Learning Network (BunDLe-Net) is an algorithm to learn meaningful coarse-grained representations from time-series data. It maps high-dimensional data to low-dimensional space while preserving both dynamical and behavioural information. It has been applied, but is not limited to neuronal manifold learning.
☆16Apr 15, 2025Updated last year
Alternatives and similar repositories for BunDLe-Net
Users that are interested in BunDLe-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Figures, tables and stats for Schneider, Lee and Mathis 2022: Learnable latent embeddings for joint behavioral and neural analysis.☆21Oct 6, 2023Updated 2 years ago
- ☆12Feb 27, 2024Updated 2 years ago
- code accompanying Pellegrino*, Stein*, & Cayco-Gajic (2023).☆14Oct 7, 2024Updated last year
- Decomposed Linear Dynamical Systems (dLDS) for learning the latent components of neural dynamics☆13Feb 23, 2026Updated 3 months ago
- marimo + pixi starter template☆18Jan 31, 2025Updated last year
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ☆11Sep 16, 2023Updated 2 years ago
- A package for interactive visual analysis in jupyter notebooks☆22Sep 25, 2025Updated 8 months ago
- A demo showcasing linear regression, reduced-rank regression and a linear system identification algorithm for modelling time series -- an…☆18Dec 23, 2025Updated 5 months ago
- Code for the paper "An instantaneous voice synthesis neuroprosthesis" Wairagkar et al. Nature 2025☆44Jun 11, 2025Updated last year
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆13Jul 19, 2024Updated last year
- Role of physiological signals in multimodal emotion recognition solutions in autonomous driving☆12Sep 11, 2021Updated 4 years ago
- Code for the NeurIPS 2023 paper "Spatial-frequency channels, shape bias, and adversarial robustness"☆14Nov 5, 2023Updated 2 years ago
- ☆16May 19, 2022Updated 4 years ago
- ☆11Feb 9, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆12Nov 22, 2022Updated 3 years ago
- Open cards in imdone from obsidian☆18Jun 13, 2025Updated 11 months ago
- This repository contains the scripts for reproducing the results presented in Costa AC, Ahamed T, Jordan D, Stephens GJ (2023) "A Markov…☆11Sep 25, 2025Updated 8 months ago
- (WSDM'24) Cross-modal Self-Supervised Learning for Time-series through Latent Masking☆19Feb 20, 2024Updated 2 years ago
- CycleGAN-based Emotion Style Transfer as Data Augmentation for Speech Emotion Recognition☆12Oct 7, 2019Updated 6 years ago
- ☆13Nov 5, 2019Updated 6 years ago
- Julia toolbox for analyzing neurophysiological data☆21May 15, 2026Updated 3 weeks ago