Page 5 - Learning Mahasiswa
P. 5
Gambar Halaman
Gambar 1 Jaringan Saraf Manusia vs ANN ..................................................6
Gambar 2 Contoh CNN .....................................................................................8
Gambar 3 Single Layer .......................................................................................9
Gambar 4 Multilayer ............................................................................................10
Gambar 5 Recurrrent Network.................... . ....................................................11
Gambar 6 Fungsi Aktivasi Linear.......................................................................12
Gambar 7 Fungsi Aktivasi ReLU ................................................................................................. 12
Gambar 8 Fungsi Aktivasi Layer ........................................................................13
Gambar 9 Fungsi Aktivasi Bipolar .....................................................................14
Gambar 10 Fungsi Aktivasi Saturating Linear ...............................................14
Gambar 11 Fungsi Aktivasi Sigmoid ................................................................15
Gambar 12 Arsitektur Jaringan Single Layer Perceptron ..........................17
Gambar 13 Tabel Fungsi Logika XOR..............................................................20
Gambar 14 Ilustrasi Multilayer Perceptron ....................................................21
Gambar 15 Ilustrasi CNN dari Segi Pemrosesan...........................................26
Gambar 16 Proses Konvolusi pada CNN .......................................................27
Gambar 17 Input Gambar pada Convolution Layer..........................29
Gambar 18 Teknik Pooling .................................................................................30
Gambar 19 Convolution dan Pooling............................................................31
Gambar 20 Convolution Neural Network......................................................31
Gambar 21 Penerapan Augmentasi Data pada Gambar Anjing ........36
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