S FIS 1005397 Table of content

DAFTAR ISI

LEMBAR HAK CIPTA
LEMBAR PENGESAHAN
PERNYATAAN ..................................................... Error! Bookmark not defined.
ABSTRAK ............................................................. Error! Bookmark not defined.
ABSTRACT ........................................................... Error! Bookmark not defined.
KATA PENGANTAR ........................................... Error! Bookmark not defined.
UCAPAN TERIMA KASIH .................................. Error! Bookmark not defined.
DAFTAR ISI ......................................................................................................... vii
DAFTAR TABEL .................................................. Error! Bookmark not defined.
DAFTAR GAMBAR ............................................. Error! Bookmark not defined.
BAB I PENDAHULUAN ...................................... Error! Bookmark not defined.
1.1

Latar Belakang ........................................ Error! Bookmark not defined.

1.2

Rumusan Masalah ................................... Error! Bookmark not defined.

1.3

Batasan Masalah ...................................... Error! Bookmark not defined.

1.4

Tujuan ...................................................... Error! Bookmark not defined.

1.5

Manfaat .................................................... Error! Bookmark not defined.

1.6

Sistematika Penulisan .............................. Error! Bookmark not defined.

BAB II TINJAUAN PUSTAKA............................ Error! Bookmark not defined.
2.1

Electroencephalography (EEG) ............... Error! Bookmark not defined.

2.2

ERP - P300 ............................................. Error! Bookmark not defined.

2.3

Bandpass Filter ........................................ Error! Bookmark not defined.

2.4

Independent Component Analysis (ICA) Error! Bookmark not defined.

2.5

Support Vector Machine (SVM) ............. Error! Bookmark not defined.

2.6

Kebohongan ............................................. Error! Bookmark not defined.

2.7

Alat perekam data .................................... Error! Bookmark not defined.

BAB III METODOLOGI PENELITIAN............... Error! Bookmark not defined.
3.1

Metode Penelitian .................................... Error! Bookmark not defined.

3.2

Skema Percobaan .................................... Error! Bookmark not defined.

3.2.1

Pembuatan Stimulus ......................... Error! Bookmark not defined.

Bagus Kumbara,2015
KLASIFIKASI DAN EKSTRAKSI SINYAL EEG-P300 MENGGUNAKAN SUPPORT VECTOR MACHINE

UNTUK DETEKSI KEBOHONGAN
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu

3.2.2

Akuisisi Sinyal ................................. Error! Bookmark not defined.

3.2.2.1 Persiapan eksperimen ................... Error! Bookmark not defined.
3.2.2.2 Perekaman data ............................. Error! Bookmark not defined.
3.2.3

Pengolahan Sinyal Digital ................ Error! Bookmark not defined.

3.2.3.1 Pra-Proses ..................................... Error! Bookmark not defined.
3.2.3.2 Ekstraksi Fitur .............................. Error! Bookmark not defined.
3.2.3.3 Klasifikasi ..................................... Error! Bookmark not defined.
3.2.4

Pembuatan Aplikasi/Program........... Error! Bookmark not defined.

BAB IV HASIL PENELITIAN DAN PEMBAHASAN ..... Error! Bookmark not
defined.
4.1

Pengolahan Sinyal Digital ....................... Error! Bookmark not defined.

4.1.1

Pra-Proses ......................................... Error! Bookmark not defined.

4.1.1.1.

Raw Data................................... Error! Bookmark not defined.

4.1.1.2.

Remove offset ............................ Error! Bookmark not defined.

4.1.1.3.

Bandpass Filter ......................... Error! Bookmark not defined.

4.1.1.4.
defined.

Independent Component Analysis (ICA) Error! Bookmark not

4.1.1.5.

Trial Data .................................. Error! Bookmark not defined.

4.1.2

Ekstraksi Fitur .................................. Error! Bookmark not defined.

4.1.3

Klasifikasi SVM ............................... Error! Bookmark not defined.

4.2

Brain Mapping ........................................ Error! Bookmark not defined.

4.3

Sinyal P300.............................................. Error! Bookmark not defined.

4.4

Program SVM.......................................... Error! Bookmark not defined.

4.4.1

Deskripsi umum program................. Error! Bookmark not defined.

4.4.2

Implementasi coding ........................ Error! Bookmark not defined.

4.4.4.1 Implementasi modul program....... Error! Bookmark not defined.

4.4.4.2 Implementasi Antarmuka ............. Error! Bookmark not defined.
BAB V KESIMPULAN DAN SARAN ................. Error! Bookmark not defined.
5.1

Kesimpulan .............................................. Error! Bookmark not defined.

5.2

Saran ........................................................ Error! Bookmark not defined.

DAFTAR PUSTAKA ............................................ Error! Bookmark not defined.
LAMPIRAN ........................................................... Error! Bookmark not defined.
Bagus Kumbara,2015
KLASIFIKASI DAN EKSTRAKSI SINYAL EEG-P300 MENGGUNAKAN SUPPORT VECTOR MACHINE
UNTUK DETEKSI KEBOHONGAN
Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu

Bagus Kumbara,2015
KLASIFIKASI DAN EKSTRAKSI SINYAL EEG-P300 MENGGUNAKAN SUPPORT VECTOR MACHINE
UNTUK DETEKSI KEBOHONGAN

Universitas Pendidikan Indonesia | repository.upi.edu | perpustakaan.upi.edu