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All Journal JSHP (Jurnal Sosial Humaniora dan Pendidikan) jurnal ilmiah hospitality Jurnal Pendidikan Terapan Information Technology Education Journal Journal of Embedded Systems, Security and Intelligent Systems Journal of Vocational, Informatics and Computer Education
Hartini Ramli
Universitas Negeri Makassar
Humanities Computer Science & IT Economics, Econometrics & Finance Education Social Sciences Other

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Journal : Journal of Embedded Systems, Security and Intelligent Systems

 1 
POST TRAINING QUANTIZATION IN LENET-5 ALGORITHM FOR EFFICIENT INFERENCE Dary Mochamad Rifqie; Dewi Fatmarani Surianto; Nurul Mukhlisah Abdal; Wahyu Hidayat M; Hartini Ramli
Journal of Embedded Systems, Security and Intelligent Systems Vol 3, No 1 (2022): May 2022
Publisher : Program Studi Teknik Komputer

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Abstract

Ketika model jaringan saraf tiruan menjadi lebih baik , keinginan untuk mengimplementasikannya di dunia nyata semakin meningkat. Namun, konsumsi energi dan akurasi jaringan saraf tiruan sangat besar karena ukuran dan kompleksitasnya, sehingga sulit untuk diimplementasikan pada embedded devices. Kuantisasi jaringan saraf ini adalah sebuah teknik untuk dapat memecahkan masalah seperti mengurangi ukuran dan kompleksitas jaringan saraf tiruan dengan mengurangi ketepatan parameter dan aktivasi. Dengan jaringan yang lebih kecil, dimungkinkan untuk menjalankan jaringan saraf di lokasi yang diinginkan. Artikel ini mengkaji tentang kuantisasi yang telah berkembang dalam beberapa dekade terakhir. Dalam penelitian ini, kami mengimplementasikan kuantisasi dalam algoritma lenet-5, yang merupakan algoritma jaringan saraf convolutional pertama yang pernah ada, dan dievaluasi dalam dataset MNIST dan Fashion-MNIST.
Mama Loundry: Optimizing Mobile Based Administration Processes for Laundry Businesses Fadhlirrahman Baso; Fariz Ramlan; Tessa` Labennu; Indah Febriyani Asril; Hartini Ramli
Journal of Embedded Systems, Security and Intelligent Systems Vol 4, No 2 (2023): November 2023
Publisher : Program Studi Teknik Komputer

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.59562/jessi.v4i2.1165

Abstract

The laundry application is a mobile application that acts as a service provider resource to its customers. This application is a mobile application and therefore it was developed to facilitate the handling of user problems that are often faced by system administrators, such as: facilitating administrative processes via a smartphone without using a computer because we know that computers are relatively very expensive and consume a lot of electricity. This application is equipped with functions such as order management, customer management and order history. The method used is the SDLC model prototyping method used to quickly gather specific information about user information requirements. Keywords: laundry, app, mobile, android studio, java
Co-Authors Adithiya Pratama Idil Ahmad Faris Al Faruq Ainun Zahra Adistia Alif Kurniawan Andi Ashilla Khaerunnisa Andi Devina Yaritsha Darius Andi Muh. Achyar AM Andi Nur Hanifa Rofifah Andi Yasir Amsal Andi Yasir Amsal Anhar Fadilah Dary Mochamad Rifqie Dewi Fatmarani Surianto Dewi Puspita Sari Fadhlirrahman Baso Fariz Ramlan Indah Febriyani Asril M. Akzan Adam Muh Akmal Jaya Muh. Bhilal Halim Muh. Rusdiaman Muhammad Alif Leo Muhammad Alwi Muhammad Fardan Muhammad Haristo Rahman Muhammad Kadir Nur Azizah Ayu Safanah Nur Hafiza Nurul Mukhlisah Abdal Rifqa Awalia Saripa Tessa` Labennu Wahyu Hidayat M Yunendar, Wakhid