The subcellular localizations of long non-coding RNAs (lncRNAs) are closely related to their biological functions and disease mechanisms. Existing methods for their identification have limitations in handling data imbalance and complex sequence struc... read more
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Feb 26, 2026
It is anticipated that the next generation of wireless networks will incorporate artificial intelligence (AI) to a significant degree at all network layers. A major part of this trend is the migration of AI and machine learning functions to the netwo... read more
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Feb 26, 2026
Artificial intelligence (AI) research today is largely driven by ever-larger neural network models trained on graphics processing units (GPUs). This paradigm has yielded remarkable progress, but it also risks entrenching a hardware lottery in which a... read more
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Feb 26, 2026
As neural network models continue to grow in scale and complexity, specialized hardware accelerators have emerged to meet the increased demand for compute and memory. These accelerators employ a wide range of architectural innovations, making it chal... read more
Philosophical transactions. Series A, Mathematical, physical, and engineering sciences
Feb 26, 2026
We explore the interplay between two emerging paradigms: reservoir computing (RC) and quantum computing (QC). We observe how quantum systems featuring beyond-classical correlations and vast computational spaces can serve as non-trivial, experimentall... read more
BACKGROUND: The P300 speller is a prominent brain-computer interface (BCI) that facilitates communication by detecting P300 event-related potentials. However, its performance is substantially constrained by the low signal-to-noise ratio of EEG signal... read more
The FAD binding sites classification problem is crucial because it is directly related to many diseases, such as flavoprotein-associated diseases, developmental disorders, digestive and lipid metabolism abnormalities, anemia, cancer, cardiovascular d... read more
In this study, we developed BioFluxNet, a 1D CNN-based algorithm for automated analysis of raw electrical signals in impedance cytometry to directly classify cell types and quantify cell counts. The network comprises three functional blocks: a featur... read more
The journal of allergy and clinical immunology. In practice
Feb 26, 2026
BACKGROUND: Nonsteroidal anti-inflammatory drug (NSAID) hypersensitivity is a common cause of drug-related reactions in children. Pre-test risk stratification may improve the safety and efficiency of drug provocation testing (DPT). OBJECTIVE: To deve... read more
Suicide among older adults remains a major global public health concern, particularly acute in South Korea. Effective prevention requires prediction methods grounded in robust theoretical frameworks. This study evaluates the utility of a Three-Step T... read more
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