FBG Sensor Signal Detection Technique Using Multilayer Perceptron Approach for Internet of Things (IoT) Application. - Amare Mulatie Dehnaw; Yibeltal Chanie Manie; Ya Yu Chen; Jyun-Wei Li; Peng-Chun Peng (ICCE-TW, 2020)

Design Reliable Bus Structure Distributed Fiber Bragg Grating Sensor Network Using Gated Recurrent Unit Network. - Amare Mulatie Dehnaw; Yibeltal Chanie Manie; Ya Yu Chen; Po Han Chiu; Hung Wei Huang; Guan Wei Chen; Peng-Chun Peng (Sensors, 2020)

Optical Comb Generator-based Microwave Photonic Filter Performance Improvement Using Multilayer Perceptron (MLP) Neural Network. - Jyun-Wei Li; Yibeltal Chanie Manie; Po Han Chiu; Amare Mulatie Dehnaw; Peng-Chun Peng (ICCE-TW, 2021)

Integrated Sensor-Optics Communication System Using Bidirectional Fiber and FSO Channels and Hybrid Deep Learning Techniques. - Amare Mulatie Dehnaw; Yibeltal Chanie Manie; Li-Yuan Du; Cheng-Kai Yao 001; Jun-Wei Jiang; Bing-Xian Liu; Peng-Chun Peng (Sensors, 2023)

Advanced Denoising and Meta-Learning Techniques for Enhancing Smart Health Monitoring Using Wearable Sensors. - Minyechil Alehegn Tefera; Amare Mulatie Dehnaw; Yibeltal Chanie Manie; Cheng-Kai Yao 001; Shegaw Demessie Bogale; Peng-Chun Peng (Future Internet, 2024)