Projects per year
Personal profile
Research Interests
Electronic Design Automation (EDA), Biochip Design Automation, Microprocessor Design, Silicon IP and SoC Design
Experience
Education/Academic qualification
PhD, Electronics Engineering, National Chiao Tung University
External positions
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Dive into the research topics where Juinn-Dar Huang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Transformer 類神經網路之軟硬體整合加速方案-子計畫三：針對邊緣運算最佳化之Transformer神經網路硬體加速器設計與實作
Huang, J.-D. (PI)
1/08/24 → 31/07/25
Project: Government Ministry › Other Government Ministry Institute
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Transformer 類神經網路之軟硬體整合加速方案-子計畫三：針對邊緣運算最佳化之Transformer神經網路硬體加速器設計與實作
Huang, J.-D. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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Transformer 類神經網路之軟硬體整合加速方案-子計畫三：針對邊緣運算最佳化之Transformer神經網路硬體加速器設計與實作
Huang, J.-D. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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通用於深度學習之神經網路加速器晶片開發暨產業落地(1/4)
Huang, J.-D. (PI)
1/05/22 → 30/04/23
Project: Government Ministry › Other Government Ministry Institute
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Edge-Intelligence-SOC Design and Verification Methodology Development
Huang, J.-D. (PI)
1/05/21 → 31/07/22
Project: Government Ministry › Other Government Ministry Institute
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A Hardware-Friendly Alternative to Softmax Function and Its Efficient VLSI Implementation for Deep Learning Applications
Hsieh, M. H., Li, X. H., Huang, Y. H., Kuo, P. H. & Huang, J. D., 2024, ISCAS 2024 - IEEE International Symposium on Circuits and Systems. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE International Symposium on Circuits and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Novel Number Representation and Its Hardware Support for Accurate Low-Bit Quantization on Large Recommender Systems
Chu, Y. D., Kuo, P. H., Ho, L. M. & Huang, J. D., 2024, 2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 437-441 5 p. (2024 IEEE 6th International Conference on AI Circuits and Systems, AICAS 2024 - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Diabetic foot ulcers segmentation challenge report: Benchmark and analysis
Yap, M. H., Cassidy, B., Byra, M., Liao, T. Y., Yi, H., Galdran, A., Chen, Y. H., Brüngel, R., Koitka, S., Friedrich, C. M., Lo, Y. W., Yang, C. H., Li, K., Lao, Q., Ballester, M. A. G., Carneiro, G., Ju, Y. J., Huang, J. D., Pappachan, J. M. & Reeves, N. D. & 3 others, , May 2024, In: Medical Image Analysis. 94, 103153.Research output: Contribution to journal › Short survey › peer-review
Open Access21 Scopus citations -
Enhancing Brain Tumor Segmentation with Deep Supervision and Attention Mechanisms: Advances in the nnU-Net Framework
Fang, Y. Z. & Huang, J. D., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024 - Conference Proceedings. IEEE Computer Society, (Proceedings - International Symposium on Biomedical Imaging).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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NYCU-NLP at EXIST 2024: Leveraging Transformers with Diverse Annotations for Sexism Identification in Social Networks
Fang, Y. Z., Lee, L. H. & Huang, J.-D., 2024, In: CEUR Workshop Proceedings. 3740, p. 1003-1011 9 p.Research output: Contribution to journal › Conference article › peer-review