Support for Logarithmic Number Systems in Large Language Models
Contributor: Abraham Paul
LLMs rely on floating-point arithmetic for inference, but the Logarithmic Number System (LNS) offers a compelling alternative: multiplication becomes...
Science and medicine
Alaska
Many Traditions, One Alaska
Technologies
dicomJavamatlabmysqlPython
Topics
deep learninghealthneurosciencePolar Scienceradiology
- Total projects
- 20
- Years participating
- 3
- Most recent
- 2026
Participation history
Historical projects
A Reference Implementation for concore Library in Julia
Contributor: Avinash Kumar Deepak
The CONCORE framework requires a high-performance Julia bridge to handle complex control loop simulations without inheriting bloated dependencies....
Telehealth Effectiveness and Necessity Tracker for Alaska (TENeT)
Contributor: Daksh Pathak
Alaska's unique geography and infrastructure challenges severely impact equitable healthcare access. Currently, there is a lack of centralised,...
Spatio-Temporal Dynamics of Wildfires Fairbanks in 100 miles
Contributor: Deep Mukherjee
This study focuses on the spatio-temporal dynamics of forest wildfires in Fairbanks under a changing climate. The research aims to analyze the...
Automated Coastline Extraction for Erosion Modeling in Alaska
Contributor: Het_Shah04
Alaska's Arctic coastline is eroding rapidly, and tracking these changes at scale requires automated coastline extraction from satellite imagery....
Dynamic DICOM Endpoints for Diomede
Contributor: Jessi Huang
Teleradiology in underserved regions such as rural Alaska depends on reliable, low-latency transfer of large DICOM medical imaging files between...
Building a Decentralized Application (dApp) for Data Analysis in Bio-Block
Contributor: Santhil
Bio-Block is an open-source healthcare data marketplace on Ethereum and IPFS that handles the full upload → anonymize → encrypt → sell → download...
Alaska_BIO-BLOCK_GSoC'26 (Suryansh Maurya) Project no.6
Contributor: Suryansh Maurya
My proposal tackles the critical challenge of making raw medical data safe to share on Bio-Block without destroying its usefulness for machine...
Support for Logarithmic Number Systems in a Deep-Learning Framework
Contributor: akrentz6
This project aims to integrate Logarithmic Number Systems (LNS) into a deep-learning framework, offering an alternative to traditional floating-point...
Time and Ordering in Beehive
Contributor: Bagwan
This project intends to introduce time as a new fourth dimension for uploads, enabling a deeper understanding and analysis of the evolution of...
Developing Distributed Algorithm for Metagenomic Error Correction and Assembly
Contributor: Gauri Ket
Metagenomic assembly is essential for understanding microbial communities, but existing tools often struggle with fragmented genomes, misclassified...
Beehive: Health Metrics Framework for Behavioral Health in Alaska.
Contributor: IshaanxGupta
Beehive aims to be a scalable web application that enables users to capture, upload, and manage images seamlessly while ensuring automation,...
Bio-Block: A Blockchain-based Data Repository and Payment Portal.
Contributor: Karthik Sathish
The problem I am trying to solve is less monetary benefits received by the data owners. I am creating a decentralized solution where the data owner...
AWANTA: A Virtual Router based on RIPE Atlas Internet Measurements
Contributor: Mohamed Abdullah
It is a network measurement tool that leverages the RIPE Atlas platform to perform latency measurements and monitoring across different geographical...
Automated Coastline Extraction for Erosion modeling in Alaska
Contributor: Ritika Kumari
Alaskan coastlines are rapidly evolving due to the direct impacts of climate change. Rising sea levels, melting sea ice, and shifting environmental...
Making ZeroMQ A First Class Feature of Concore
Contributor: Saksham Gera
Closed-loop peripheral neuromodulation systems, essential for developing adaptive therapies like vagus nerve stimulation that can be modularly...
Telehealth over L4S
Contributor: Kolawole
Healthcare is one of the most important needs of man. One of the biggest impediments to healthcare access in parts of the world with huge land mass...
Automated coastline extraction for erosion modeling in Alaska.
Contributor: Rawan Mohammed Elframawy
Alaskan communities face the frontline impacts of climate change. Accurately predicting coastal changes is crucial for adaptation, but current...
Adaptive Software-Defined Wide Area Network framework for Telehealth Access (AWANTA)
Contributor: Sai Vamsi
In remote regions (like Alaska) lacking nearby hospitals, accessing healthcare becomes increasingly challenging, underscoring the importance of...
Forest Fire Tracking from Aerial Images and Measuring its Severity/Intensity.
Contributor: Vikas Rajpurohit
Forest fires in the boreal regions, particularly in Alaska, result in significant losses, ranging from loss of life to environmental degradation and...