Amphetamine-type stimulants (ATS) drug classification using shallow one-dimensional convolutional neural network

• Main Authors: Draman @ Muda, Azah Kamilah, Mohd Yusof, Norfadzlia, Pratama, Satrya Fajri, Carbo‑Dorca, Ramon
• Format: Article
• Language: English
• Published: Springer 2021
• Online Access: http://eprints.utem.edu.my/id/eprint/26828/2/MOLECULAR_DIVERSITY_2021_PAPER_1.PDF; http://eprints.utem.edu.my/id/eprint/26828/; https://link.springer.com/article/10.1007/s11030-021-10289-1; https://doi.org/10.1007/s11030-021-10289-1
• Institution: Universiti Teknikal Malaysia Melaka

Amphetamine-type stimulants (ATS) drug analysis and identifcation are challenging and critical nowadays with the emergence production of new synthetic ATS drugs with sophisticated design compounds. In the present study, we proposed a one-dimensional convolutional neural network (1DCNN) model to perf...