Section
Open-Science
- Apr 2026
From 1,052 to 8,563: How AI Coding Agents Transformed My Research Workflows
1,052 GitHub contributions in 2024. 8,563 in the last year. This post covers how AI coding agents transformed my research workflows, the open-source plugins I built along the way, and a 10-week course to help the …
- Dec 2025
Image Annotation Tool: VLM-Based Annotation for Neuroscience
An annotation bank for the NSD Shared 1000 images generated using open-source Vision Language Models. The tool supports batch processing across multiple VLMs with plans to integrate Hierarchical Event Descriptors (HED) …
- Dec 2025
Annotation Garden Initiative: Collaborative Annotation for Neuroscience
AGI addresses the critical gap between increasingly complex naturalistic stimuli and the need for standardized, reusable annotations. Through GitHub-based version control and modern web interfaces, AGI enables …
- Sep 2025
The Lab Streaming Layer for Synchronized Multimodal Recording
The Lab Streaming Layer (LSL) presents a software-based solution for synchronizing data streams across multiple instruments in neurophysiological research. Utilizing per-sample time stamps and LAN-based time …
- Aug 2025
NEMAR Dataset Citations Analysis Dashboard
This dashboard provides comprehensive analysis of dataset citations within the NEMAR ecosystem, revealing collaboration patterns, research trends, and the impact of open neuroscience data sharing on the research …
- Jul 2025
HBN Dataset Insights Dashboard
This is a data visualization dashboard for exploring the Healthy Brain Network EEG dataset. Features age and sex distributions, task availability metrics, mental health correlations, and per-release analysis across 11 …
- Dec 2024
A Standardized Framework for Sensor Placement in Human Motion Capture and Wearable Applications
We present a comprehensive framework that standardizes sensor placement in human movement and physiological monitoring applications. Through precise definitions of anatomical landmarks, coordinate systems, and placement …
- Oct 2024
HBN-EEG: The FAIR implementation of the Healthy Brain Network (HBN) electroencephalography dataset
The HBN-EEG dataset provides a comprehensive collection of high-density EEG recordings from the Healthy Brain Network project, formatted in the Brain Imaging Data Structure (BIDS) standard. This dataset includes …
- Oct 2024
HBN-EEG: Healthy Brain Network EEG Datasets
The Healthy Brain Network EEG Datasets (HBN-EEG) includes 11 dataset releases containing EEG, behavioral data, and rich event annotations from participants aged 5-21 years, supporting large-scale analyses and …
