GitHub

Memory-Efficient 4-bit Preconditioned Stochastic Optimization

This repository contains code for implementing and using our memory-efficient 4-bit preconditioned stochastic optimization method with Cholesky Quantization and Error ...
IEEE

VLSI Implementation of Power Efficient 4-bit Flash ADC

Abstract: The project aims to design and implement a 4-bit Thermometer-coded Flash Analog-to-Digital Converter (ADC) using Very Large-Scale Integration (VLSI) technology. The proposed design employs a ...
IEEE

Design and Implementation of a Low-Power 4-Bit Synchronous Up Counter Using Gate-Diffusion Input Technology

Abstract: Power efficiency together with speed and design area optimization represent essential factors which matter significantly for contemporary digital circuit design activities including embedded ...
GitHub

Outlier-Safe Pre-Training

Quantization plays a crucial role in deploying Large Language Models (LLMs) in resource-constrained environments. However, the presence of outlier features significantly hinders low-bit quantization.
Liliputing

Bit-Brick Cluster K1 lets you build a 32-core RISC-V computer (by clustering 4 SpacemiT K1 boards)

The SpacemiT K1 is an 8-core RISC-V processor that has been tapped for several single-board computers, laptops, and tablets in the past two years. It’s not exactly the fastest processor available, ...
extension.purdue.edu

4-H Scholarships

In partnership with the Indiana 4-H Foundation, the Indiana 4-H Youth Development Program annually awards more than $150,000.00 in scholarships to 4-H members to pursue post-secondary education.