Výsledky vyhledávání - "Cho, Kyu Taek"

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Analyzing Brain Activity During Learning Tasks with EEG and Machine Learning

Autor: Cho, Ryan, Zaman, Mobasshira, Cho, Kyu Taek, Hwang, Jaejin

This study aimed to analyze brain activity during various STEM activities, exploring the feasibility of classifying between different tasks. EEG brain data from twenty subjects engaged in five cognitive tasks were collected and segmented into 4-secon

Externí odkaz: http://arxiv.org/abs/2401.10285

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Machine Learning Techniques to Identify Hand Gestures amidst Forearm Muscle Signals

Autor: Cho, Ryan, Patel, Sunil, Cho, Kyu Taek, Hwang, Jaejin

This study investigated the use of forearm EMG data for distinguishing eight hand gestures, employing the Neural Network and Random Forest algorithms on data from ten participants. The Neural Network achieved 97 percent accuracy with 1000-millisecond

Externí odkaz: http://arxiv.org/abs/2401.07889

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A hybrid machine learning framework for clad characteristics prediction in metal additive manufacturing

Autor: Tayebati, Sina, Cho, Kyu Taek

During the past decade, metal additive manufacturing (MAM) has experienced significant developments and gained much attention due to its ability to fabricate complex parts, manufacture products with functionally graded materials, minimize waste, and

Externí odkaz: http://arxiv.org/abs/2307.01872

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