
INCF
The International Neuroinformatics Coordinating Facility (INCF; www.incf.org) is an international organization launched in 2005, following a proposal from the Global Science Forum of the OECD. INCF was established to facilitate and promote the sharing of data and computing resources in the international neuroscience community. A larger objective of INCF is to help develop scalable, portable, and extensible applications that can be used by neuroscience laboratories worldwide. The mission of INCF is to make neuroscience FAIR (Findable, Accessible, Interoperable and Reusable) by sharing and integrating neuroscience data and knowledge worldwide. We foster scientific community collaboration to develop standards for data sharing, analysis modeling and simulation in order to catalyze insights into brain function in health and disease. INCF activities are open to all who can contribute to neuroinformatics at the international level. We have a global community of neuroscience researchers working on new and improved tools for all of neuroscience – enabling other researchers to make more and faster discoveries, and improving our understanding of the brain.
GSoC Participation History
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Past Projects
SciCommons Fullstack Development and AI Features
SciCommons is an open source platform for researchers to interact, review, and discuss scientific papers. My project focuses on making the platform a...
Explainable Spatio-Temporal Graph Evolution for Developmental Neuroscience
This project studies the development of a tiny worm called Caenorhabditis elegans, focusing on how its cells divide, grow, and interact during its...
EBRAINS Modular Software Environments and Service Integration
The EBRAINS Software Distribution is a monolithic Spack environment that takes over 48 hours to build, making rapid deployment and testing difficult....
Semi-automated iEEG analysis and viewing in a clinical and research environment
This project aims to further develop an open-source intracranial EEG (iEEG) analysis platform by integrating clinically relevant seizure detection...
BreathState: A Cross Platform App for HRV Biofeedback and Resonance Breathing Protocols
Problem: Currently, resonance frequency-based HRV training is backed by robust scientific evidence, but it remains inaccessible to the masses due to...
The Virtual Brian : New graphical widgets for JupyterLab
The Virtual Brain (TVB) provides an open-source simulation framework for whole-brain network modeling. Unlike the traditional approach of using...
ActiveVision: continued development of a data and model portal for the study of goal-directed vision
This project builds an automated benchmarking ecosystem for goal-directed vision. It implements a high-priority leaderboard featuring automatic...
Project #27: Integrating Personalized HRF in The Virtual Brain & EBRAINS
This project will have the aim to derive the empirical HRF for each brain region and each subject from BOLD recordings, and then to use this HRF in a...
Integrating velocity modelling into PCNToolkit package
The project aims to improve longitudinal normative modelling in PCNtoolkit by validating, debugging, and extending velocity-based models to support...
Towards a Generalized Mapping Framework For Gesture-Responsive Music and Speech Generation
This project proposes a modular, real-time gesture-to-sound mapping framework for the GestureCap system. It will enable users to translate hand...
Expressive Gesture to Sound Mapping Framework for GestureCap
This project develops an expressive gesture-to-sound mapping layer for GestureCap, enabling low-latency gesture data to control playable instruments...
Reusable DSOMM Security Pipeline for EBRAINS MIP Platform
The Medical Informatics Platform (MIP) currently lacks standardized automated governance for its federated infrastructure, leading to deployment...
Strengthening Core Workflows and Notebook Integration in AnalySim
This project will improve AnalySim’s core reliability by addressing fragile user workflows, improving query and search behavior, and making the...
Contribute to LORIS: Improving reliability and maintainability in the electrophysiology browser
This project aims to improve the reliability and maintainability of the LORIS electrophysiology browser through scoped enhancements to browser...
#40: QC-Studio-integrated quality control toolkit for MRI datasets
MRI quality control (QC) is an essential but highly manual and repetitive process in neuroimaging research. Currently, reviewers must navigate...
ImageJ Active Segmentation platform: Parallel Engine for ASP/IJ
This project accelerates the convolution core of the Active Segmentation Plugin (ASP) in ImageJ by offloading its most compute-intensive pixel...
A Python Command Line Interface (CLI) for the CBRAIN Distributed Computing Platform
The project develops an improved Python-based CLI for the CBRAIN distributed computing platform, aiming on usability and modular design. It replaces...
#17 Project Experanto
Implement an ast based behavioral filter enabling queries like `(treadmill>0 and eye is not nan) & screen == video`, and expand dataset support with...
HarmonyHub Music Education Interface: Mobile App Hardening and Relative Intonation Learning
HarmonyHub is an open-source platform designed to improve music education through interactive and technology-driven learning experiences. While the...
Project 39 NeuroSim As A Physics Constrained Model for Finite Horizon Network Control Theory
The application of Network Control Theory to medical neuroimaging consistently faces the approximation crisis. Current tools rely on infinite-horizon...
Refactoring Synaptic Behavior in HNN-Core
This project focuses on improving the computational efficiency and biological realism of synaptic modeling in HNN-Core by refactoring how synapses...
Fix outstanding issues in Brian2CUDA
Problem: Brian2CUDA offers significant GPU acceleration for neural simulations, but its current "beta" state contains friction points that hinder...
Improving Statistical Efficiency, Methodological Coverage, and Contributor Onboarding in NiMARE
This project enhances NiMARE’s performance and developer accessibility through a dual-phase optimization strategy. The first phase modernizes the...
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INCF | GSoC Org Profile & Stats - Learn about INCF's involvement in Google Summer of Code (GSoC), their technologies, detailed reports.
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