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Keywords: temperature distribution
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Proceedings Papers

Predicting Luminance Decay of a Micro-LED Display via Machine Learning on Temperature Distribution and LED Degradation With Implementation by FPGA

Chi-En Lin, Hao-Ren Chen, Paul C.-P. Chao
Proc. ASME. ISPS2023, ASME 2023 32nd Conference on Information Storage and Processing Systems, V001T02A001, August 28–29, 2023
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2023-110557
https://doi.org/10.1115/ISPS2023-110557
...Proceedings of the ASME 2023 32nd Conference on Information Storage and Processing Systems ISPS2023 August 28-29, 2023, Milpitas, CA ISPS2023-110557 PREDICTING LUMINANCE DECAY OF A MICRO-LED DISPLAY VIA MACHINE LEARNING ON TEMPERATURE DISTRIBUTION AND LED DEGRADATION WITH IMPLEMENTATION BY FPGA Chi...
View Paper titled, Predicting Luminance Decay of a Micro-LED Display via Machine Learning on <span class="search-highlight">Temperature</span> <span class="search-highlight">Distribution</span> and LED Degradation With Implementation by FPGA
Open the PDF for Predicting Luminance Decay of a Micro-LED Display via Machine Learning on <span class="search-highlight">Temperature</span> <span class="search-highlight">Distribution</span> and LED Degradation With Implementation by FPGA in another window
Topics: Brightness (Photometry), Hardware, Machine learning, Temperature distribution
Proceedings Papers

Prediction of OLED Temperature Distribution Based on Neural Network

S. F. Lin, Paul C.-P. Chao
Proc. ASME. ISPS2021, ASME 2021 30th Conference on Information Storage and Processing Systems, V001T02A008, June 2–3, 2021
Publisher: American Society of Mechanical Engineers
Paper No: ISPS2021-65374
https://doi.org/10.1115/ISPS2021-65374
... that uses pre-collected data for model training. After the training is completed, the temperature distribution of the OLED panel is predicted based on the four temperature sensors and displayed pictures. The prediction error method uses mean square error, and the error value obtained is less than 0.2°C...
View Paper titled, Prediction of OLED <span class="search-highlight">Temperature</span> <span class="search-highlight">Distribution</span> Based on Neural Network
Open the PDF for Prediction of OLED <span class="search-highlight">Temperature</span> <span class="search-highlight">Distribution</span> Based on Neural Network in another window
Topics: Artificial neural networks, Temperature distribution