690 citations
- National Taiwan UniversityTW8 papers
- National Yang Ming Chiao Tung UniversityTW8 papers
- National Cheng Kung UniversityTW3 papers
- National Institutes of Applied ResearchTW3 papers
- National Tsing Hua UniversityTW3 papers
- Taiwan Semiconductor Manufacturing Company (China)CN3 papers
- University of California San DiegoUS3 papers
- Cornell UniversityUS2 papers
- Georgia Institute of TechnologyUS2 papers
- Imec the NetherlandsNL2 papers
- Institute of Physics, Academia SinicaTW2 papers
- National Synchrotron Radiation Research CenterTW2 papers
30 papers
KRAS G12D protein screening for pancreatic cancer clinical trials using an AlGaN/GaN high electron mobility transistor biosensor
Sheng-Ting Hung, Cheng Yan Lee, Chen-Yu Lien +7
Clinical trials screening KRAS G12D protein for 30 pancreatic ductal adenocarcinoma (PDAC) patients and 30 healthy donors were conducted utilizing an AlGaN/GaN high electron mobili…
FSL-HDnn: A 40 nm Few-shot On-Device Learning Accelerator with Integrated Feature Extraction and Hyperdimensional Computing
Weihong Xu, Chang Eun Song, Haichao Yang +5
This paper introduces FSL-HDnn, an energy-efficient accelerator that implements the end-to-end pipeline of feature extraction and on-device few-shot learning (FSL). The accelerator…
Dominant scattering mechanisms in the low/high electric field transport in cryogenic 2D confinement in Silicon (110) with high- oxides
Hsin-Wen Huang, Xi-Jun Fang, Edward Chen +1
The performance of silicon nano-devices at cryogenic temperatures is critical for quantum qubit control circuits and space applications. Using multi-valley Monte Carlo simulations,…
Edge-assisted Parallel Uncertain Skyline Processing for Low-latency IoE Analysis
Chuan-Chi Lai, Yan-Lin Chen, Bo-Xin Liu +1
Due to the Internet of Everything (IoE), data generated in our life become larger. As a result, we need more effort to analyze the data and extract valuable information. In the clo…
In situ AlO passivation of epitaxial tantalum and aluminum films enables long-term stability in superconducting microwave resonators
Yi-Ting Cheng, Hsien-Wen Wan, Wei-Jie Yan +10
Long-term stability of superconducting microwave resonators is essential for scalable quantum technologies; however, surface and interface degradation continue to limit device stab…
Clo-HDnn: A 4.66 TFLOPS/W and 3.78 TOPS/W Continual On-Device Learning Accelerator with Energy-efficient Hyperdimensional Computing via Progressive Search
Chang Eun Song, Weihong Xu, Keming Fan +10
Clo-HDnn is an on-device learning (ODL) accelerator designed for emerging continual learning (CL) tasks. Clo-HDnn integrates hyperdimensional computing (HDC) along with low-cost Kr…