GSoC Participation History
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Past Projects
Conda packaging for GeNN
GeNN is a C++ library that generates code for efficiently simulating Spiking Neural Networks (SNNs) using GPUs. In order to compile this generated...
Studying Peripheral Physiological Modulation of Brain Activity (INCF #27)
Traditionally, brain activity has been analyzed independently from peripheral physiological measurements like the electrocardiogram (ECG), but our...
Python API for new cell types
This project will involve refactoring the Human Neocortical Neurosolver (HNN-core) codebase to enable flexible development of neural circuits with...
GestureCap: Using markerless motion capture and gesture recognition for music generation
Last year, work on GestureCap focused on developing an Arduino-based latency measurement system and optimizing the pipeline for low-latency...
Developing standardised biophysically detailed neuronal circuit models using NeuroML
This project will convert somatosensory thalamocortical circuits model based on NetPyNE implementation into NeuroML standard formats and testing it...
Developing an ISPC Backend for GeNN to Enable CPU-Based SNN Simulations
GeNN is a C++ library used for simulating Spiking Neural Networks through GPU-based code generation (CUDA/HIP). Currently, its accessibility is...
DevoTG: Dynamic Graph Neural Networks for Modeling C. elegans Development
The nematode Caenorhabditis elegans serves as a pivotal model organism in developmental biology due to its well-defined cell lineage, compact genome,...
3. HarmonyHub: Front-end interface refactoring and expansion for multi-instrument support
HarmonyHub is an open-source, modular web application designed to revolutionize music education by integrating modern technologies and pedagogical...
MODELING NEURAL DEVELOPMENTAL PROGRAMS OF C. elegans USING GROWING HYPERGRAPH NEURAL NETWORKS
This proposal outlines a novel computational framework for modeling neural developmental programs using Growing Hypergraph Neural Networks (Growing...
ActiveVision: a data and model portal for the study of goal-directed vision
This project develops an open portal for goal-directed vision research, integrating eye-tracking datasets and machine learning models with tools for...
Develop Python API for Multi-Network Simulations in Human Neocortical Neurosolver (HNN)
âThe Human Neocortical Neurosolver (HNN) is an open-source neural modeling tool designed to help researchers and clinicians interpret human brain...
A Python Command Line Interface (CLI) for the CBRAIN Distributed Computing Platform
The project will develop a Python-based CLI for CBRAIN using its Python API Client Swagger API, allowing advanced users to manage research data and...
BreathState: an open-source Android/iOS and PC app for breathing and heart-rate synchronization
The project will develop the first version of an app that uses Bluetooth to connect with heart-rate and respiration sensors, calculate metrics of...
#23 SciCommons : A Social-Web Tool For Scientific Discussion, Interaction, Rating and Peer Review
SciCommons is an open-source platform aimed at improving the scientific peer review process through better user experience and web application...
Transitioning from Simulation-Based Inference to Automatic MCMC for Virtual Brain Inference
This project aims to replace Simulation-Based Inference (SBI) methods with Markov Chain Monte Carlo (MCMC) techniques for inference problems...
PROJECT #8: Brian Simulator :: Replace Brianâs just-in-time compilation mechanism
This project aims to replace Brianâs current just-in-time (JIT) compilation system, which relies on Cython. While functional, Cython introduces slow...
Brian2Wasm: simulations in the browser
This project focuses on enhancing the overall workflow by improving the detection and configuration of the Emscripten toolchain. It aims to optimize...
Harmony Hub: Using Generative AI for Adaptive Learning in Music
While music educators strive to provide personalized learning paths, existing educational tools often lack the flexibility to adapt to diverse...
Automating BIDS Dataset Registration into the EBRAINS Knowledge Graph
This project aims to build an automated workflow to register BIDS-compliant neuroimaging datasets from external repositories (e.g. Public nEUro) into...
Parallel Filter Implementation for ASP/IJ
The Active Segmentation Platform for ImageJ (ASP/IJ) aims to provide a general-purpose workbench that allows biologists and other domain experts to...
[Project 20] Build an AI Agent for KnowledgeSpace using Retrieval-Augmented Generation (RAG)
This project aims to develop an AI-powered agent for KnowledgeSpaceâa community-driven neuroscience resourceâusing Retrieval-Augmented Generation...
19. Contribute to LORIS
LORIS is a comprehensive data management platform that supports diverse datasets in neuroscience research, including imaging, behavioural, clinical,...
Fullstack cloud deployment for NiiVue
NiiVue is a versatile tool for visualizing and handling neuroimaging data, but insufficient documentation creates friction in using it in deploying...
Project 28 Analysim , Preparing for beta release by adding admin section, forking datasets etc.
Project Deliverables ⢠Admin Section : Implement an admin dashboard to manage users, projects, and datasets. Add moderation tools for handling...
Vidhi_Rohira_Proposal- Open_Source_Community_Stability
This project aims to support the stability of open source communities by building AI agents that understand conversations, make decisions, and...
Project27: An open-source toolkit for analyzing multimodal temporal dynamics of the heart-brain axis
This project aims to develop an open-source toolkit for analyzing multimodal temporal dynamics of the heart-brain axis. The accessible software will...
EBrains :: Generating Realistic Cell Models from Experimental Data with Arbor and L2L (350h)
This project aims to build a Python-based framework that automatically generates realistic, biophysically detailed neuron models from experimental...
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