Implementation Of Neural Network With Perceptron Method For Letters Or Text Recognition
Abstract
Modeling with neural networks is the learning and adjustment of an object. The perceptron method is a learning method with supervision in a neural network system. In designing a neural network that needs to be considered is the number of specifications that will be identified. A neural network consists of a number of neurons and a number of inputs. In identifying some letters, it takes several neurons to distinguish them. These neurons will generate a combination value that is used to identify the letters.so that the resulting network must have parameters that can be set by changing through the rules of learning with supervision. In this case, the identification of letters and numbers will be discussed. Visual basic 6.0 is used to simulate the learning process using the perceptron method
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References
[2] W. Gunawan, “PENGEMBANGAN APLIKASI BERBASIS ANDROID UNTUK PENGENALAN HURUF HIJAIYAH,” J. Inform., vol. 6, no. 1, 2019, doi: 10.31311/ji.v6i1.5373.
[3] J. Sihotang, “Analysis Of Shortest Path Determination By Utilizing Breadth First Search Algorithm,” vol. 10, no. 02, pp. 1–5, 2020.
[4] G. Garno and R. I. Adam, “Skema Penyembunyian Data pada Gambar Berbasis Interpolasi Kubik B-Spline Menggunakan Metode Least Significant Bit (LSB),” J. Edukasi dan Penelit. Inform., vol. 5, no. 3, 2019, doi: 10.26418/jp.v5i3.37584.
[5] P. S. Hasugian and A. Simangunsong, “Implementation Of Least Significant Bit ( LSB ) Algorithm For Data Security In Digital Imagery,” vol. 10, no. 02, pp. 6–12, 2020.
[6] F. Tambunan, “Pengenalan Aksara Batak Dengan Metode Perceptron,” Jurasik (Jurnal Ris. Sist. Inf. dan Tek. Inform., vol. 4, no. 1, 2019, doi: 10.30645/jurasik.v4i1.129.
[7] D. M. Rajagukguk and I. Panjaitan, “Compression of Color Image Using Quantization Method,” vol. 10, no. 02, pp. 13–18, 2020.
[8] R. Rusbianto and I. Susilawati, “Identifikasi Citra Tulisan Tangan untuk Menentukan Karakter Kepribadian Introvert atau Extrovert dengan Metode LS Classifier,” JMAI (Jurnal Multimed. Artif. Intell., vol. 3, no. 1, 2019, doi: 10.26486/jmai.v3i1.85.
[9] A. H. Hamdan Anik Nur, “APLIKASI JARINGAN SYARAF TIRUAN METODE PERCEPTRON PADA PENGENALAN POLA HURUF HIJAIYAH (HURUF ARAB),” Pros. SAKTI (Seminar Ilmu Komput. dan Teknol. Informasi), no. Vol 2, No 1 (2017): Vol 2, No 1 (2017): Prosiding Seminar Nasional Ilmu Komputer dan Teknologi Info, 2017.
[10] Y. Pangaribuan and M. Sagala, “Menerapkan Jaringan Saraf Tiruan untuk Mengenali Pola Huruf Menggunakan Metode Perceptron,” Tek. Inform. Unika St. Thomas, vol. 02, no. 02, 2017.
[11] P. Tarigan, “Use of Electronic Code Book ( Ecb ) Algorithm in File Security,” vol. 10, no. 01, pp. 19–23, 2020.
