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All Journal Jurnal Dedikasi Sainteks Transmisi: Jurnal Ilmiah Teknik Elektro CommIT (Communication & Information Technology) Jurnal Ilmiah Kursor Jurnal Informatika Telematika SMATIKA UNEJ e-Proceeding Jurnal Ilmiah KOMPUTASI JURNAL MEDIA INFORMATIKA BUDIDARMA Kinetik: Game Technology, Information System, Computer Network, Computing, Electronics, and Control Pendas : Jurnah Ilmiah Pendidikan Dasar MATAPPA: Jurnal Pengabdian Kepada Masyarakat Multitek Indonesia : Jurnal Ilmiah JIPI (Jurnal Ilmiah Penelitian dan Pembelajaran Informatika) Jurnal Teknologi Dan Sistem Informasi Bisnis JATI (Jurnal Mahasiswa Teknik Informatika) Jurnal Tekinkom (Teknik Informasi dan Komputer) Journal of Computer System and Informatics (JoSYC) Infotek : Jurnal Informatika dan Teknologi Indonesian Journal of Cultural and Community Development Indonesian Journal of Law and Economics Review Journal of Computer Networks, Architecture and High Performance Computing J-SAKTI (Jurnal Sains Komputer dan Informatika) Indonesian Journal of Education Methods Development Indonesian Journal of Innovation Studies Aptekmas : Jurnal Pengabdian Kepada Masyarakat PELS (Procedia of Engineering and Life Science) Procedia of Social Sciences and Humanities Jurnal Algoritma JOINCS (Journal of Informatics, Network, and Computer Science) Journal of Artificial Intelligence and Digital Business Prosiding SEMNAS INOTEK (Seminar Nasional Inovasi Teknologi) SENAPAS Komunita: Jurnal Pengabdian dan Pemberdayaan Masyarakat Jurnal Informatika Polinema (JIP) Indonesian Journal of Applied Technology Journal for Technology and Science semanTIK IJHCS Computing and Information System Journal Smatika Jurnal : STIKI Informatika Jurnal Academia Open Jurnal Komunikasi Bisnis dan Teknologi Digital Jurnal Elektronika dan Telekomunikasi Proceeding of Informatics Collaborations and Dessimenation Meeting (Infocoding)
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Journal : commit communication

Feature Extraction of Electroencephalography Signals Using Fast Fourier Transform Hindarto Hindarto; Sumarno Sumarno
CommIT (Communication and Information Technology) Journal Vol. 10 No. 2 (2016): CommIT Journal
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/commit.v10i2.1548

Abstract

This article discusses a method within the area of brain-computer interface. The proposed method is to use the features extracted from the Electroencephalograph signal and a three hidden-layer artificial neural network to map the brain signal features to the computer cursor movement. The evaluated features are the root mean square and the average power spectrum. The empirical evaluation using 200 records taken from 2003 BCI Competition dataset shows that the current approach can accurately classify a simple cursor movement within 92.5% accuracy in a short computation time.
Co-Authors Abdul Haris Setya Nugraha Abdul Rochim Ach Nur Ardyansyah Achmad Fathoni Adam Laxmana Mufti Ade Efiyan Ade Efiyanti Ade Efiyanti Ade Eviyanti Adisya Ayustina Agung, Aprelareza Ahmad Ahfas Ahmad Ahfas, Ahmad aini firdausi nuzulla Akhmad Ahfas Akhmad Jazuli Al Faris Al-Faruq, Rizqi Noval Alshaf Pebrianggara Amwalinsanu Amwalinsanu Ananda Firly Amelia Anisatul Makfiroh Arginanta, M. Arief Wisaksono Arif Senja Fitrani Azmuri Wahyu Azinar Bimo, Muhammad Nur Bisri, Muhammad Anhar Bramatya Mahendra V.N Cahyono, Priyo Imam Cindy Taurusta Daffa Fauzanrio Iswinarko Dian Amalia Dimas Bayu, Dimas Dimas Tri Anggara Donni Adeleo Ardana Efendy, Egha Arya Efiyanti, Ade Egha Arya Egha Arya Affandi Egha Karya Affandi Endang Fauziati Eriec Priyono Erika Anjani Putri fahrezi auliasyafa Fina Rahma Dewi Fitria Eka Wulandari Fitriah Fitriah Gilang Dwi Anggoro Guko, William Yviis Hamid, Moch Siddiq Hamzah Setiawan Harsono Harsono Hendrik Kusnanto Ika Ratna Indra Astutik Ilham Rofiqi, Mochammad Ilham Wahyu Firmansyah Imanda, Almyra Gitta Imroatus Sholikhah, Imroatus Indah Apriliana Sari Wulandari Indrawati, Marcella Irwan Alnarus Kautsar Istya, Riska Adi Ivan Khasani Izza Anshory Jasno, Jasno Javier, Gomes Noor Kautsar, Irwan Alnaurus KHOIRI Kurnianto, Happy Lailia, Jauharotul Lorin, Emelin Yuan Maghdhuroh, Umi Mahdhuroh, Umi MARIA BINTANG Maulana Iqbhal Prayogha Slamet maulana, Metatia intan Mauridhi Hery Purnomo Moch Gesang Akbar Jani Moch Ridwan Alwi Moch Ridwan Alwi Moch Siddiq Hamid Moch. Hariadi Mochamad Alfan Rosid Mochammad Luthfan Hakim Mochammad Luthfan Hakim Mochammad Septa Sandy Mohammad Suryawinata Muchammad Issom Agustian Mufti, Adam Laxmana Muhammad Arshiel Naufal Dzaki Muhammad Danil Haqewi Muhammad Fahruddin Mahfudhoni Muhammad Rozzaq Muhammad, Fajar Nisa, Umi Khoirun Ni’mah, Alfa Nouval Aulia Rachman Novia Ariyanti NUR KHOLIFAH Nur Maslikhatun Nisak Nuril Lutvi Azizah Paramitha Amelia Kusumawardani Prasetyo, Yoga Eko Priyambodo, Dimas Puspitasari, Kiki Candra Putra, Rio Ananda Quraini, Isyaffina Rachmad Aditya Pratama Ramadhan, Mochammad Hisyam Syah Ribangun Bamban Jakaria Riski Yulianto Riski Yulianto Rizky Ndaru Wicaksono Rohman Dijaya Rosa, Yoshinta Maylia Rosid, Muhammad Alfan Sabar Narimo Safir Saputra Setiawan sandy, Mochamad septa Setyawati, Enik Shiddiq, Zulfian Syahril Sigit Haryanto Slamet, Maulana Iqbhal Prayogha Suhendro Busono Sumarno Sumarno . Sumarno Sumarno Supartini, Windah Suprianto Sutama Suyadi, Tarekh Alif Firmansyah Syafii, Olynda Mufariihana Nur Syahfrizka Dyah Nazwa Umbara Syahrorini, Syamsudduha Syamsiar, Syamsiar Tarekh Alif Firmansyah Suyadi Tassa, Tara Januar Abwina Triwahono, Handi Utama, Bagas Riski Vania, Talitha Viyanti, Amalia Wahyu Haspri Wahyu, Muhamamad Widiantoro, Rulli Windah Supartini Wulandari, Alidza Septiam Yoga Eko Prasetyo Yulian Findawati Yunianita Rahmawati Zahputra, Aldy Trisza