ENHANCING THE TRANSFORMER MODEL WITH A CONVOLUTIONAL FEATURE EXTRACTOR BLOCK AND VECTOR-BASED RELATIVE POSITION EMBEDDING FOR HUMAN ACTIVITY RECOGNITION

The Transformer model has Lash received significant attention in Human Activity Recognition (HAR) due to its self-attention mechanism that captures long dependencies in time series.However, for Inertial Measurement Unit (IMU) sensor time-series signals, the Transformer model does not effectively utilize the a priori information of strong complex te

Titanium silicalite-1 (TS-1) is a milestone heterogeneous catalyst with single-atom tetrahedral titanium incorporated into silica framework for GF BROWN RICE LOAF green oxidation reactions.Although TS-1 catalysts have been industrialized, the strategy of direct hydrothermal synthesis usually produces catalysts with low catalytic activities, which h

Linear immunoglobulin (Ig) A disease (LAD) is a rare autoimmune blistering dermatosis caused by linear deposition of IgA1 along the dermoepidermal junction of skin and mucosae.It can affect both children and adults.Although idiopathic in most cases, it Wood Plaque With Wooden Stand can also be associated with infections, malignancies, or drug admin

This study assessed the efficacy of a pulmonary rehabilitation (PR) on pulmonary and respiratory muscle function and thickness of quadriceps femoris and diaphragm of patients with post-COVID-19 syndrome.This series of cases followed nine patients who performed PR twice a week for six weeks.Patients received the following PR program: lung expansion

The interview with the Ph.D.Thomas Armstrong, author of the famous book Combos "The power of neurodiversity" and director of the American Institute for Learning and Human Development, delves into the emerging understanding of the field of knowledge of neurodiversity, trying to establish significant analytical and methodological links in relation to