Machine Learning Methods for Neural Data Analysis
☆22May 16, 2025Updated last year
Alternatives and similar repositories for ml4nd
Users that are interested in ml4nd are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- My PhD Thesis☆22May 13, 2016Updated 10 years ago
- Web app for viewing results of ephys spike sorting☆29Sep 4, 2025Updated 11 months ago
- Analysis of hippocampal activity in the towers task☆24Apr 29, 2021Updated 5 years ago
- AIND pipeline for processing extracellular electrophysiology data☆41Updated this week
- ☆10Jan 16, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Configurable acquisition from multiple FLIR/Point Grey camera using Bonsai and Python to h264 compress the video on the GPU.☆16Mar 7, 2025Updated last year
- A course organized by the Chen Institute for Neuroscience at Caltech on data analysis techniques in neuroscience☆22Jul 21, 2023Updated 3 years ago
- The Freely Moving Animal (FMA) Toolbox is a Matlab toolbox. Its purpose is to help analyze electrophysiological and behavioral data recor…☆15Aug 27, 2021Updated 5 years ago
- code accompanying Pellegrino*, Stein*, & Cayco-Gajic (2023).☆14Oct 7, 2024Updated last year
- ☆24Oct 28, 2024Updated last year
- Neyman-Scott point process model to identify sequential firing patterns in high-dimensional spike trains☆72Jul 18, 2023Updated 3 years ago
- SpikeAgent is a multimodal LLM-based AI agent that automates and standardizes the spike sorting pipeline.☆18Aug 2, 2026Updated 3 weeks ago
- Plugins for Phy2☆20May 13, 2025Updated last year
- Serial-section automated anatomy extension for ScanImage☆18Updated this week
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- The framework for inferring Langevin dynamics from spike data☆52May 31, 2026Updated 2 months ago
- OpenScope databook: a collaborative, versioned, data-centric collection of foundational analyses for reproducible systems neuroscience 🐁…☆75Updated this week
- Multi-dataset benchmark for neural decode algorithms.☆17Mar 20, 2023Updated 3 years ago
- A nonlinear time series analysis toolbox☆12Nov 12, 2022Updated 3 years ago
- Pytorch implementation of LFADS for demo at CAN workshop☆19Oct 7, 2019Updated 6 years ago
- ☆11Jul 18, 2022Updated 4 years ago
- WIP: Python port of Kilosort2☆49Jul 8, 2023Updated 3 years ago
- Functional matrix factorization via Bayesian tensor filtering☆13Oct 1, 2025Updated 10 months ago
- ☆99Jun 28, 2018Updated 8 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.
- Code to run dynamical simulations on a Kuramoto Network Model of Coupled Phase Oscillators with Time Delays and visualize the results.☆14Jan 21, 2019Updated 7 years ago
- UnitRefine is a machine-learning toolbox that simplifies spike sorting curation by reducing manual curation.☆81May 15, 2026Updated 3 months ago
- Automated quality control, curation and neuron classification of spike-sorted electrophysiology data. Available in MATLAB and in Python.☆250May 25, 2026Updated 3 months ago
- Match suite2p ROIs between imaging sessions☆28Apr 12, 2019Updated 7 years ago
- Poisson Identifiable VAE (pi-VAE)☆54Jul 7, 2021Updated 5 years ago
- A MATLAB toolbox for interacting with the Allen Brain Observatory☆22Mar 30, 2026Updated 5 months ago
- Soft Actor Critic for training musculoskeletal models☆21Nov 11, 2025Updated 9 months ago
- Neural data preprocessing pipelines☆41Jun 5, 2026Updated 2 months ago
- A library for designing and training deep learning models for neural data.☆93Updated this week
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Region Of Interest Classification and Tracking☆40Updated this week
- An Introduction to Modeling Neuronal Dynamics - Borgers in python, Single Neuron Models, Mathematical Modeling, Computational Neuroscienc…☆53Aug 14, 2026Updated 2 weeks ago
- This is the python client for accessing REST APIs within the Connectome Annotation Versioning Engine.☆37Aug 9, 2026Updated 3 weeks ago
- Python package to handle probe layout, geometry and wiring to device.☆85Updated this week
- A virtual optogenetics laboratory☆44Jul 24, 2023Updated 3 years ago
- ☆11Aug 13, 2023Updated 3 years ago
- A package to manage electrophysiology analysis.☆22Updated this week