INCF GSoC projects

Every Google Summer of Code project accepted at INCF, grouped by program year. Open a project to see its contributor, mentors, technologies, and source code.

GSoC 2026

23 projects

SciCommons Fullstack Development and AI Features
Abhishek__Farshwal
Explainable Spatio-Temporal Graph Evolution for Developmental Neuroscience
Barshan Mondal
EBRAINS Modular Software Environments and Service Integration
Divyanshu Choudhury
Semi-automated iEEG analysis and viewing in a clinical and research environment
Eva Ozturk
BreathState: A Cross Platform App for HRV Biofeedback and Resonance Breathing Protocols
Faraz S
The Virtual Brian : New graphical widgets for JupyterLab
Kambham Deepthi Reddy
ActiveVision: continued development of a data and model portal for the study of goal-directed vision
Lihong Chen
Project #27: Integrating Personalized HRF in The Virtual Brain & EBRAINS
M Srikanth
Integrating velocity modelling into PCNToolkit package
Maria Glushanina
Towards a Generalized Mapping Framework For Gesture-Responsive Music and Speech Generation
Mat Vallejo
Expressive Gesture to Sound Mapping Framework for GestureCap
Mikael Molliex
Reusable DSOMM Security Pipeline for EBRAINS MIP Platform
moghit-eou
Strengthening Core Workflows and Notebook Integration in AnalySim
Mohab Elshamy
Contribute to LORIS: Improving reliability and maintainability in the electrophysiology browser
Montek
#40: QC-Studio-integrated quality control toolkit for MRI datasets
Niusha Sadat Mirhakimi
ImageJ Active Segmentation platform: Parallel Engine for ASP/IJ
Pakhi Awasthi
A Python Command Line Interface (CLI) for the CBRAIN Distributed Computing Platform
RafsanNeloy
#17 Project Experanto
Reema Hanim Hanass
HarmonyHub Music Education Interface: Mobile App Hardening and Relative Intonation Learning
Renan Cavalcanti
Project 39 NeuroSim As A Physics Constrained Model for Finite Horizon Network Control Theory
RitamKRoy
Refactoring Synaptic Behavior in HNN-Core
Satvik Saluja
Fix outstanding issues in Brian2CUDA
Weiyuan Du
Improving Statistical Efficiency, Methodological Coverage, and Contributor Onboarding in NiMARE
Yu Luo

GSoC 2025

25 projects

Conda packaging for GeNN
Agrim Patil
Studying Peripheral Physiological Modulation of Brain Activity (INCF #27)
Alex Zhao
Python API for new cell types
Chetan Kandpal
GestureCap: Using markerless motion capture and gesture recognition for music generation
Deepansh Goel
Developing standardised biophysically detailed neuronal circuit models using NeuroML
Hengye Zhu
Developing an ISPC Backend for GeNN to Enable CPU-Based SNN Simulations
Jash Vora
DevoTG: Dynamic Graph Neural Networks for Modeling C. elegans Development
JayaG
3. HarmonyHub: Front-end interface refactoring and expansion for multi-instrument support
Komal Bhalotia
MODELING NEURAL DEVELOPMENTAL PROGRAMS OF C. elegans USING GROWING HYPERGRAPH NEURAL NETWORKS
Lalith Bharadwaj
ActiveVision: a data and model portal for the study of goal-directed vision
Lihong Chen
Brian2Wasm: simulations in the browser
Palash Chitnavis
A Python Command Line Interface (CLI) for the CBRAIN Distributed Computing Platform
Md Asiful Alam
PROJECT #8: Brian Simulator :: Replace Brian’s just-in-time compilation mechanism
Mrigesh_Thakur
Develop Python API for Multi-Network Simulations in Human Neocortical Neurosolver (HNN)
Maira usman
#23 SciCommons : A Social-Web Tool For Scientific Discussion, Interaction, Rating and Peer Review
Mohd Faisal Ansari
Transitioning from Simulation-Based Inference to Automatic MCMC for Virtual Brain Inference
Monica Paoletti
BreathState: an open-source Android/iOS and PC app for breathing and heart-rate synchronization
Michael Lewis
Harmony Hub: Using Generative AI for Adaptive Learning in Music
PRIYANSHU2026
Automating BIDS Dataset Registration into the EBRAINS Knowledge Graph
Renqing Cuomao
Project 28 Analysim , Preparing for beta release by adding admin section, forking datasets etc.
Uday Biswas
Parallel Filter Implementation for ASP/IJ
Rikas Ilamdeen
19. Contribute to LORIS
T Saket Hatwar
Fullstack cloud deployment for NiiVue
Thuy T. Dao
[Project 20] Build an AI Agent for KnowledgeSpace using Retrieval-Augmented Generation (RAG)
Swastik R
Open Source Community Sustainability
Vidhi Rohira

GSoC 2024

27 projects

Implementation of SWC to NeuroML converter in PyNeuroML
Aditya18
Developmental Graph Neural Networks (D-GNNs) and Visualizations
Pakhi Banchalia
Improving and Extending the User Interface of the Neuroptimus Parameter Optimization Software Tool
Eslam Khaled Korany
Project 15.1 Analysim, INCF- implementing new features in project dashboard and notebook management.
Uday Biswas
Visualization and UI update for ASP/IJ
Rikas Ilamdeen
Implement batch simulation and optimization routines
Abdul Samad Siddiqui
Using markerless motion capture to drive music generation
Louis Martinez
(Project Idea - 18.2)Improve-Brian's-markdown-exporter
Sparsh_Agrawal
Package Brian's unit system
Sorin Birchi
A natural language interface for querying federated research data
Raya Chakravarty
21.1 HarmonyHub: A Web-Based Platform for Learning Variable-Pitch Musical Instruments
Keerthi Reddy Kambham
A Social web tool to facilitate rating and commenting on research reports
armaanalam
INCF GSoC 2024 Project 8.2 Proposal
Jsprouse
14.1 INCF Impact Visualization Portal with ML and Data Analytics (175 h)
SuGa_XD
HyperDevoGraph: Modeling C. elegans Development with Hypergraph Convolution Techniques
Mehul Arora
Open Source Community Sustainability
Sarrah Bastawala
1.1 - Enhancing tvb-widgets by developing new widgets
Priyaa
Scicommons: A social-web tool to facilitate rating and commenting on research reports
Dinakar
LORIS Data Platform Web Modules and API Development
Nada Ahmed Elmasry
Contribute to LORIS
Ayush Bhardwaj
17.1 Semi-Automated Workflows for Physiological Signals
Georgios Kikas
Incorporate new features into an advanced, cross-platform 3D viewer for NeuroML cells and networks
Giannis D
Efficient app-based measurement of visual functions in infants and young children
Dhruvanshu Joshi
8.1 Automated In-Silico Representation of Published Literature
Zequan Liu
Integration of inference based models to Neuroptimus
Tamogh Nekkanti
Best of both worlds – let’s cherish the features of parametric AND explicit knowledge retrieval
Barbara Strasser
LLM-assisted tool to annotate research data with machine-understandable, semantic data dictionaries
Tvisha Vedant.

GSoC 2023

22 projects

Integration of Automated Model Testing and Parameter Fitting Tools for Neuroscience Applications.
Eslam Khaled Korany
Improving Automatic Reviewer Assignment using Large Language Models For NBDT Journal
Subhankar Panda
Optimization of the computations of HOIs and integration in the Frites python package
Dishie
Advancements in 3D Cellular Microscopy Imaging Through Fine-Tuned CellSAM and DevoNet Models
Sushmanth Reddy Mereddy
3.1 D-GNNs: developing DevoGraph for computational developmental biology - Himanshu
Himanshu Chougule
Replicating Auditory Steady-State Response (ASSR) in an auditory cortex model. Project idea 9.1
Irene Bernardi
Impact visualization portal for global neuro-informatics community
Atharva Purohit
4.2 Virtual Reality for Distributed Research (Orthogonal Research and Education Lab) (175 h)
VRUSHALI NANDURKAR
A Social web tool to facilitate rating and commenting on research reports
Jyothi Swaroop Reddy Bommareddy
Technical Improvements to enhance the usability of The Turing Way chapters by different user groups
Arya A
Improving LORIS data platform
Sanjay Thiyagarajan
Image feature and classification database
Aaryan Gautam
Adding new workers and resource management to new dataflow engine written in Python: Pydra
Aditya Agarwal
GSoC 2023 Project Idea 2.2 Generalize parameter optimization routines
Carolina Fernandez
Efficient app-based measurement of visual functions in infants and young children
Soham Mulye
Develop IO Routines for HNN-core outputs
Rajat Partani
1.1 Integrate Zenodo API with The Virtual Brain
Abhijit Deo
7.2 Working on improving graphical interface and user experience on AnalySim
PON RAJA PRABHU
Exploring Open Source Sustainability via Agent based Modelling and Reinforcement learning
R.V.Rajagopalan
NWB File Compatibility Testing and Summary Generation via Docker
Daksh Rathore
Idea 22.3 - Abhishek Tiwari - Code editor support for Brian model equations
AbhishekTiwari
Project 7.1: Working on Implementing CSV Data Browser and Querying Component
Kshitiz Sareen

GSoC 2022

35 projects

Converting existing scientific workflows to the new dataflow engine Pydra (Python)
Yibei Chen
Digital Microsphere
Harikrishna Pillai
INCF GSoC 2022 1.1. Implementation of White Matter Substrates in Disimpy
Renata Cruz
NEUROsim - Cortical Simulator
rahulsonkar
Upgrading the source code for the EEG-Notebook Experiment Library
Parv
23.1 An Open-Source Software Suite for EEG Artifact Annotation on Web Browsers
garrettmflynn
22.1 GNNs as Developmental Networks
Wataru Kawakami
Eye-tracker using deep learning with Python + TensorFlow/Pytorch
Prakanshul Saxena
Efficient app-based measurement of visual functions in infants and young children
Ioannis Valasakis
Conversion of a public neurophysiology dataset to Neurodata Without Borders (NWB) format
Anh
1.2 Improving GPU-accelerated Monte Carlo simulations in Disimpy
Joel Hurtado Moreno
Automatic reviewer matching using Natural Language Processing: Infrastructure for NBDT Journal
Mrunal Prakash Gavali
TVB Data Importer
Akash Upadhyay
Improving Graphical Interface and User Experience for AnalySim
Ahkeelah Lindo
DevoGraph: Modeling Cell Developmental Process of C. elegans using Graph Neural Network
Jiahang Li
Developing a tool to easily store data and study details
Dinara Issagaliyeva
A GPU-accelerated Model of the Mouse Primary Visual Cortex
William Snider
Ethical Regulators: Could they prove valuable for AI ethics?
SHussainAther
21.1 A Collective Cognition Model for AI Ethics
Himanshu Chougule
Eye-Tracker using Deep Learning with Python + TensorFlow/Pytorch
Somnath Sharma
AnalySim
Joseph Ongchangco
13.1 Integration of automated model testing and parameter fitting for neuroscience applications
Martin Blazsek
Simulating multiscale models of the mouse visual cortex in NeuroML
Anuja Negi
Automatic Reviewer Matching Using Natural Language Processing: Infrastructure for NBDT Journal
Alan (Bangyan) Zhang
17.1: Adding BIDS Prov to new dataflow engine written in Python: Pydra
RyanCali
A Collective Cognition Model for AI Ethics
Brian McCorkle
Contribute to LORIS: Development of modules and API
Satvik Singh
Eye-tracker using deep learning with Python + TensorFlow/Pytorch
Abhinav Venkatadri
Creating Benchmark Datasets for Object Recognition with Event-based Cameras
Neelay Shah
A GUI for HNN-core with ipywidgets and the calculation and visualization of CSD signals
Huzi Cheng
9.1 Open source, cross simulator, large scale cortical models in NeuroML and PyNN
Shayan Shafquat
Modelling Axolotl Embryos (Proposal for Project Idea 22.2 Digital Microsphere)
Karan Lohaan
Developing a Latex to XML pipeline and exploring a standalone platform for NBDT Journal
Naresh Kumar B
Developing a LaTeX to XML Pipeline and Exploring a Standalone Platform for NBDT Journal
Amogh Johri
Automatic reviewer matching using Natural Language Processing: Infrastructure for NBDT Journal
Varshita Kolipaka

GSoC 2021

21 projects

Adding more functionality to AnalySim: a data sharing and analysis platform
Nga Tran
SOVABIDS: A python package for the automatic conversion of MEG/EEG datasets that makes the most out of metadata
Yorguin Mantilla Ramos
A Django Platform for comparing scientific methods for analyzing neural time series analysis methods
Diptanshu Mittal
Maxima Demo and Documentation Tool.
Aditya Wagh
Conversion of public neurophysiology datasets to NeuroData Without Borders format
Steph Prince
Measure the Quality of CerebUnit Validation Tests
Harsh Khilawala
Improving Test Coverage and Implementing CI/CD in BrainBox
Aditya R Rudra
Eye Tracking
Dinesh Sathia Raj
LORIS Codebase Maintenance and Automated Testing
Viet Hoang
Population-specific tractography bundle atlas creation
David Romero Bascones
Upgrading DevoLearn
Mainak Deb
Decentralized storage of versioned BIDS datasets with IPFS, datalad and Ceramic
kinshuk
Re-creating the Leech Heartbeat Network Model Tutorial using the Neuron Simulator in Python and NeuroML
Psyogi Soma
Input/Out Workflows for Active Segmentation Platform
Piyumal Demotte
Analyzing stimulus prediction capabilities of neurons: predictive information estimation methods
Shiven Tripathi
Times Series Classification of EEG Data with Sktime
Svea Marie Meyer
TVB for Jupyter and Collaboratory
Ishan Vatsaraj
SciUnit: integration with NetPyNE and other simulation environments
Evgeniia Karunus
Building a Working Prototype of the AutSPACEs website
Anoushka Ramesh
A Python toolbox for computing high-order information in neuroimaging
Pranav Mahajan
Support of the simulation-based inference with the model fitting toolbox
Ante Lojic Kapetanovic

GSoC 2020

21 projects

IMPROVED MODEL DESCRIPTION FUNCTIONALITY IN BRIAN
VIGNESWARAN C
Deep learning using geometric features
Joanna Stachera
XNAT Dashboards
Mohammad Asif Hashmi
Pre-trained models for Developmental Neuroscience
Mayukh Deb
Improving personalized models of fMRI recordings including individual region-specific HRF in The Virtual Brain
Amogh Johri
MRI Registration using Deep Learning and Implementation of Thin-Plate Splines
Sarath Chandra
LORIS: API development and documentation
Simon Pelletier
Benchmarking modern SNN training algorithms on GeNN
ManviAgarwal
OpenWorm: OpenDevoCell Integration
Ujjwalll
TVB: Web GUI for reconstruction pipeline
Punit Batra
A reduced time-series feature library to efficiently characterize neural dynamics
Imran Alam
LORIS data visualization proposal
Karim Hasbini
Unit Tests for Large-Scale Brain Network Dynamics
Sorenza Bastiaens
Upgrade and Fix tvb-gdist C++ Library
Ayan Banerjee7
Automated comparison of scientific methods for time-series analysis
Salman Khan
Conversion of large scale cortical models into PyNN/NeuroML
Ronaldo Nunes
LORIS Automated Testing
Alexandra Livadas
OSB: Conversion of public neurophysiology datasets to NeuroData Without Borders format
Vergil Haynes
Python-based electroencephalography (EEG) and deep learning workflow system
Ronak Doshi
SciUnit Bifurcation analysis
S. Hussain Ather
Cell Tracking Using Geometric Features
Raghavendra

GSoC 2019

17 projects

16.4 Open Data for OpenWorm
Emily Thomas
Web-based GUI for deep learning continuous workflows
Yijie Huang
Continuous Integration of Research Data
Mrinal Wahal
Improve LORIS Automated Testing
Alexandra Livadas
Implementing automatic white matter parcellation in Nighres
Leevi Kerkelä
Project: 4.3 The Virtual Brain (TVB) Demo Packages for clinical case studies reports
Simone L.
Model Fitting
Aleksandra Teska
Modeling Neural Development with Braitenberg Vehicles
Stefan Dvoretskii
"Future-Proofing" Tedana
Monica Yao
Deep Learning in Spiking Neural Networks using GeNN
Ajay Subramanian
Running FindSim experiments on cloud servers
Hou Chen
Semantic Image Processing for Developmental Data Science.
Vinay Varma Nadimpalli
Simulating bob_robotics models using Gazebo
Shinjan Mitra
Maxima to Python Translator
Lakshya A Agrawal
Visualize a large Connectome in 3D using HTML5
Nakul Bharti
Project 16.1: P2P File Sharing framework for PyOpenWorm.
Jaideep Seth
Producing publication-ready brain network analysis results and visualisations from the command line
Ruslan Yermakov

GSoC 2018

16 projects

Contextual Geometric Representations of Cultural Behavior
CHENG-HSUN HSUEH
Implementation of Two Neural Mass Models on the Open Source Brain Platform
Jessica Dafflon
Importing NeuroML morphologies into Brian
kapilkd13
Building high-resolution 3D models of brain vasculature
Laura Bilicz
A PyNN interface to GeNN
Anton Komissarov
Easy BIDS: Starter Kit for Brain Imaging Data Structure
Patrick Park
2.3 Monitor Sensors signal in 2D and 3D
Xiangxiu Meng
Modular Machine Learning and Classification Toolbox for ImageJ
getsanjeev
MRI Defacing Detector
Wazeer Zulfikar
Physics-based XML Model building for mosaic embryogenesis of Caenorhabditis elegans
Arnab Banerjee
Contextual Geometric Representations of Cultural Behavior
Sam
Building a portable open pipeline to detect the hemodynamic response function at rest
madhur.tandon
Dynamic Signal Processing Workflow Designer
Joey Pinto
Add support for Neurodata Without Borders 2.0 to Geppetto
Afonso Pinto
Building a Neural Network Animation tool using Python and Blender
Alona Sakhnenko
Packaging the virtual brain for the modern world
pyc0d3r

GSoC 2017

13 projects

Implementing support for numerical integration with GSL in the Brian simulator
Charlee Fletterman
In-memory Compression for Neuroscience Applications: Blue-Brain Neuromapp Research & Implementation
Devin Bayly
Adding MPI support to GeNN
Mengchi Zhang
Active Segmentation Toolbox for ImageJ
Mukesh Gupta
model completion dashboard
shubhsingh594
Speeding up functional network analysis on fMRI data with distributed, in-memory computation using Apache Spark
Aldo Camargo
GPU implementations for MOOSE
Micky
Conversion of a large scale hippocampal network model to NeuroML
András Ecker
Integrating CBS Tools in the Nipy community
Julia Huntenburg
TVB-Modernize visualizers
DanPop
G-Node : odML Library and Editor
Shubham Dighe
Image processing with ImageJ (segmentation of high-resolution images)
Siddharth Yadav
Distributed EEG data storage and processing using Apache Hadoop and Spark
Dorian Beganovic

GSoC 2016

12 projects