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1 - 9 of 9 items

MEWT-Enhanced EEGNet for ASD EEG Classification: Performance Evaluation with k-Fold Cross-Validation

DOI : 10.35882/ijeeemi.v8i1.313
Imam Fathur Rahman (1), Melinda Melinda (2), Yunidar Yunidar (3), Nurlida Basir (4), Aufa Rafiki (5)
(1) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(2) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(3) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(4) Faculty of Science and Technology, Universiti Sains Islam Malaysia (USIM), Nilai Negeri Sembilan, Malaysia, Malaysia ,
(5) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia
56-69
Abstract : 730
pdf : 754

EEG-Based Emotion Classification in Response to Humorous, Sad, and Fearful Video Stimuli Using LSTM Networks: A Comparative Study with Classical Machine Learning Models

DOI : 10.35882/ijeeemi.v7i2.100
Muhamad Agung Suhendra (1), Tedi Sumardi (2), Iqbal Robiyana (3), Nurizati Nurizati (4)
(1) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia; Cognitive Science, Instrumentation and Control (CIC) Laboratory, Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia, Indonesia ,
(2) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia; Cognitive Science, Instrumentation and Control (CIC) Laboratory, Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia, Indonesia ,
(3) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia; Cognitive Science, Instrumentation and Control (CIC) Laboratory, Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia, Indonesia ,
(4) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia; Cognitive Science, Instrumentation and Control (CIC) Laboratory, Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia, Indonesia
427-437
Abstract : 1289
pdf : 898

Selection EEG Electrode Positions for Epilepsy Seizure Detection Using Total Power Spectrum and Machine Learning

DOI : 10.35882/ijeeemi.v6i4.9
Khilda Afifah (1), Istiqomah Istiqomah (2), Achamd Rizal (3), Ramdhan Nugraha (4)
(1) The University Center of Excellence Intelligence Sensing-IoT, Telkom University, Bandung 40257, Indonesia, Indonesia ,
(2) The University Center of Excellence Intelligence Sensing-IoT, Telkom University, Bandung 40257, Indonesia; School of Electrical Engineering, Telkom University, Bandung 40257, Indonesia, Indonesia ,
(3) School of Electrical Engineering, Telkom University, Bandung 40257, Indonesia, Indonesia ,
(4) Department of IT Convergence Engineering, Kumoh National Institute of Technology, Gumi-39177, South Korea, Korea, Democratic People's Republic of
124–129
Abstract : 994
pdf : 729

Autism EEG Signal Pre-Processing: Performance Evaluation of MS-ICA and Butterworth Filter

DOI : 10.35882/ijeeemi.v7i3.107
Muhammad Mirza Rahmat (1), Yudha Nurdin (2), Melinda Melinda (3), Yuwaldi Away (4), Muhammad Irhamsyah (5), W. K Wong (6)
(1) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(2) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(3) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(4) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(5) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(6) Department of Electrical and Computer engineering, Faculty of Engineering and sciences. Curtin University Malaysia, Sarawak, Malaysia, Malaysia
488-500
Abstract : 1105
pdf : 1253

Performance Comparison of Variational Mode Decomposition and Butterworth in Processing EEG Signals of Autism Patients

DOI : 10.35882/ijeeemi.v7i3.105
Surya Wardana (1), Melinda Melinda (2), Rizka Ramdhana (3), Yunidar Yunidar (4), Yuwaldi Away (5), Nurlida Basir (6)
(1) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(2) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(3) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(4) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(5) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(6) Faculty of Science and Technology, Universiti Sains Islam Malaysia (USIM), 71800 Nilai Negeri Sembilan, Malaysia, Malaysia
461-474
Abstract : 941
pdf : 1489

Acute effects of methadone on neural oscillations: an EEG study of theta, alpha, beta power, and frontal alpha asymmetry in opioid rehabilitation patients

DOI : 10.35882/ijeeemi.v7i2.64
Ulfah Nadiya (1), Artha Ivonita Simbolon (2), Dwi Esti Kusumandari (3), Annida Rahmawati (4), M Faizal Amri (5), Jony Winaryo Wibowo (6), Febrianti Santiardi Danasasmita (7), Siti Aminah Sobana (8), Shelly Iskandar (9), Arjon Turnip (10)
(1) Research Center for Smart Mechatronics, National Research and Innovation Agency, Bandung, Indonesia, Indonesia ,
(2) Research Center for Smart Mechatronics, National Research and Innovation Agency, Bandung, Indonesia, Indonesia ,
(3) Research Center for Smart Mechatronics, National Research and Innovation Agency, Bandung, Indonesia, Indonesia ,
(4) Research Center for Smart Mechatronics, National Research and Innovation Agency, Bandung, Indonesia, Indonesia ,
(5) Research Center for Smart Mechatronics, National Research and Innovation Agency, Bandung, Indonesia, Indonesia ,
(6) Research Center for Smart Mechatronics, National Research and Innovation Agency, Bandung, Indonesia, Indonesia ,
(7) Department of Psychiatry, Faculty of Medicine, Universitas Padjadjaran, dr. Hasan Sadikin General Hospital, Bandung, Indonesia, Indonesia ,
(8) Department of Psychiatry, Faculty of Medicine, Universitas Padjadjaran, dr. Hasan Sadikin General Hospital, Bandung, Indonesia, Indonesia ,
(9) Department of Psychiatry, Faculty of Medicine, Universitas Padjadjaran, dr. Hasan Sadikin General Hospital, Bandung, Indonesia, Indonesia ,
(10) Department of Electrical Engineering, Universitas Padjadjaran, Jatinangor, Indonesia, Indonesia
221-231
Abstract : 2593
pdf : 1141

EEG-Based Analysis of Concentration with Shooting Accuracy and Precision in Archery Athletes: A Quantitative Correlational Study

DOI : 10.35882/ijeeemi.v8i2.284
Ainun Rahmansyah Gaffar (1), Pringgo Widyo Laksono (2), Bambang Suhardi (3), Rahmaniyah Dwi Astuti (4), Minoru Sasaki (5)
(1) Master Program Department of Industrial Engineering, Universitas Sebelas Maret, Surakarta, Indonesia, Indonesia ,
(2) Master Program Department of Industrial Engineering, Universitas Sebelas Maret, Surakarta, Indonesia , Indonesia ,
(3) Master Program Department of Industrial Engineering, Universitas Sebelas Maret, Surakarta, Indonesia , Indonesia ,
(4) Master Program Department of Industrial Engineering, Universitas Sebelas Maret, Surakarta, Indonesia , Indonesia ,
(5) Department of Mechanical Engineering, Gifu University, Yanagido, Japan, Japan
161-171
Abstract : 850
pdf : 1336

Implementation of Vision Transformer for Early Detection of Autism Based on EEG Signal Heatmap Visualization

DOI : 10.35882/40n05b64
Aufa Rafiki (1), Melinda Melinda (2), Maulisa Oktiana (3), Ernita Dewi Meutia (4), Afnan Afnan (5), Mulyadi Mulyadi (6), Lailatul Qadri Zakaria (7)
(1) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(2) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(3) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(4) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(5) Department of Electrical and Computer Engineering, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(6) Department of Doctoral Engineering Study Program, Universitas Syiah Kuala, Banda Aceh, Indonesia, Indonesia ,
(7) Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia, Bangi, Selangor, Malaysia, Malaysia
102-112
Abstract : 1252
pdf : 1321

Real-Time, Multi-Command Drone Navigation Using a Consumer-Grade EEG-Based SSVEP BCI

DOI : 10.35882/ijeeemi.v8i1.295
Anderias Eko Wijaya (1), Nurizati Nurizati (2), Rian Hermawan (3), Muhammad Agung Suhendra (4)
(1) Department of Informatics Engineering, Faculty of Engineering, Universitas Mandiri, Subang, Indonesia., Indonesia ,
(2) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia., Indonesia ,
(3) Department of Informatics Engineering, Faculty of Engineering, Universitas Mandiri, Subang, Indonesia., Indonesia ,
(4) Department of Physics, Faculty of Science, Universitas Mandiri, Subang, Indonesia., Indonesia
17-30
Abstract : 1383
pdf : 936
1 - 9 of 9 items