A5106037315- Particle physics theoretical and experimental studies
- High-Energy Particle Collisions Research
- Particle Detector Development and Performance
- Quantum Chromodynamics and Particle Interactions
- Computational Physics and Python Applications
- Cosmology and Gravitation Theories
- Astrophysics and Cosmic Phenomena
- Radiation Detection and Scintillator Technologies
- Advanced Optical Sensing Technologies
- Radiation Therapy and Dosimetry
- International Science and Diplomacy
- Optical Coherence Tomography Applications
- DNA and Biological Computing
- Virtual Reality Applications and Impacts
- Distributed and Parallel Computing Systems
- Medical Imaging Techniques and Applications
- CCD and CMOS Imaging Sensors
- Dark Matter and Cosmic Phenomena
- Advanced Data Storage Technologies
- Statistical Mechanics and Entropy
- Nuclear physics research studies
- Graphite, nuclear technology, radiation studies
- Advanced Computational Techniques and Applications
- Radioactive contamination and transfer
- Optical Imaging and Spectroscopy Techniques
Sungkyunkwan University
2018-2024
Université Libre de Bruxelles
2017
The implementation of Hyperdimensional Computing (HDC) on In-Memory (IMC) architectures faces significant challenges due to the mismatch between highdimensional vectors and IMC array sizes, leading inefficient memory utilization increased computation cycles. This paper presents MEMHD, a Memory-Efficient Multi-centroid HDC framework designed address these challenges. MEMHD introduces clustering-based initialization method quantization aware iterative learning for multi-centroid associative...
With the recent prominence of artificial intelligence (AI) technology, various research outcomes and applications in field image recognition processing utilizing AI have been continuously emerging. In particular, domain object using 3D time-of-flight (ToF) sensors has actively researched, often conjunction with augmented reality (AR) virtual (VR). However, for more precise analysis, high-quality images are required, necessitating significantly larger parameters computations. These...
Top- <tex xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">$K$</tex> Sorting is a widely used technique for se-lecting the largest or smallest numbers from input elements. In this paper, we present an efficient low-power and flexible top-K sorting architecture with cell gating on field-programmable gate arrays (FPGAs). Our consists of data filter unit, counter, L-cascaded cells, where unit allows users to select user-defined values sort, counter by...