IEEE

Distributed Force-Directed Algorithm-Assisted Thermal Design Method of IGCT Driver Board

Abstract: The thermal failure of integrated gate commutated thyristor (IGCT) is often attributed to the driver board, making the thermal design of the board crucial for improving reliability. To ...
IEEE

A Comparative Analysis of Logistic Regression and Random Forest Algorithm for Cyber Attacks Classification

Abstract: This research aims to compare the performance of Logistic Regression and Random Forest algorithms in classifying cyber-attack types. Using a data set consisting of 494,021 data points with ...
IEEE

NeuroStorm: An Adaptive Neural-Network-Driven Algorithm for Mixed-Variable Antenna Design

Abstract: Many practical antennas contain continuous, binary, and categorical geometrical variables. Antenna designs involving such mixed-type variables fall under the category of mixed-variable ...
IEEE

Algorithm Analysis of Electron Motion in Nonlaminar Cylindrical Beams

Abstract: At terahertz (THz) band, the beam tunnel size becomes very small and requires an in-depth analysis of electron beam focusing behavior for a THz traveling wave tube (TWT). A nonlaminar beam ...
IEEE

KAM-Net: Kilobyte-Scale Ultralightweight Attention-Based Network for Glass Defect Detection With Algorithm/Hardware Co-Design

Abstract: Glass manufacturing processes often yield complex defects such as bubbles, stones, and scratches. While machine vision systems powered by deep learning offer effective defect detection, real ...
IEEE

Multi-Partner Project: Open-Source Design Tools for Co-Development of AI Algorithms and AI Chips: (Initial Stage)

Abstract: Chip technologies are crucial for the digital transformation of industry and society. Artificial Intelligence (AI) is playing an increasingly important role in both our daily lives and in ...
IEEE

A Study on Miao Batik Pattern Design Based on Style Transfer Algorithms

Abstract: The purpose of this research is to protect and conserve the Miao batik, a form of intangible cultural heritage, and to stimulate the creative evolution of its traditional patterns.It ...
IEEE

SSFT: Algorithm and Hardware Co-design for Structured Sparse Fine-Tuning of Large Language Models

Abstract: A significant number of users depend on Large Language Models (LLMs) for downstream tasks, but training LLMs from scratch remains prohibitively expensive. Sparse finetuning (SFT) has emerged ...
IEEE

A Wideband Pseudo-CPW-Based Grid Antenna: Novel Design and Optimization via Space-Mapped Cascaded DNN and PSO Algorithm

Abstract: In this article, we propose a novel wideband grid array antenna (GAA) based on a pseudo-coplanar waveguide (PCPW) configuration. The short side of grid, slots, and shorted parasitic patches ...
IEEE

Improved Analysis and Design of ADR Algorithm for Energy-Efficient LoRaWAN System

Abstract: For an energy-efficient adaptive data rate (ADR) algorithm in a long-range wide-area network (LoRaWAN) system, an asymptotic analysis on the spreading factor (SF) by the ADR-MIN algorithm ...
IEEE

Game-Based Event-Triggered Control for Unmanned Surface Vehicle: Algorithm Design and Harbor Experiment

Abstract: To improve the trajectory tracking performance of unmanned surface vehicle (USV), this article investigates the USV optimal control problem with the consideration of actuator wear. In the ...
IEEE

Sign-Enhanced Semidefinite Programming Algorithm and its Application to Independent Component Analysis

Abstract: Independent component analysis (ICA) is widely applied in remote sensing signal processing. Among various ICA algorithms, the modified semidefinite programming (MSDP) algorithm stands out.