Fall detection system with artificial intelligence-based edge computing

BS Lin, T Yu, CW Peng, CH Lin, HK Hsu, IJ Lee… - IEEE …, 2022 - ieeexplore.ieee.org
Falls are the second leading cause of death from unintentional injuries in older adults.
Although many systems have been used to detect falls, they are limited by the computational …

Dlio: A data-centric benchmark for scientific deep learning applications

H Devarajan, H Zheng, A Kougkas… - 2021 IEEE/ACM 21st …, 2021 - ieeexplore.ieee.org
Deep learning has been shown as a successful method for various tasks, and its popularity
results in numerous open-source deep learning software tools. Deep learning has been …

Deep learning-based ECG classification on raspberry PI using a tensorflow lite model based on PTB-XL dataset

K Sharma, R Eskicioglu - arXiv preprint arXiv:2209.00989, 2022 - arxiv.org
The number of IoT devices in healthcare is expected to rise sharply due to increased
demand since the COVID-19 pandemic. Deep learning and IoT devices are being employed …

Multi-gru based automated image captioning for smartphones

R Keskin, ÖT Moral, V Kılıç… - 2021 29th Signal …, 2021 - ieeexplore.ieee.org
Image captioning is the description of an image with natural language expressions using
computer vision and natural language processing fields. Recent advances in hardware and …

Supereye: smart advertisement insertion for online video streaming

U Bulkan, T Dagiuklas, M Iqbal - Multimedia Tools and Applications, 2023 - Springer
Without any doubt, state of art advertisement insertion mechanisms along with the requested
video content has emerged to be the most crucial part of online video delivery ecosystems …

Akıllı telefonlar için birleştirme modeli tabanlı görüntü altyazılama

M Baran, ÖT Moral, V Kılıç - Avrupa Bilim ve Teknoloji Dergisi, 2021 - dergipark.org.tr
Görüntü altyazılama, bir görüntünün metinsel açıklamasını doğal dil işleme ve bilgisayarlı
görü kullanılarak oluşturma işlemidir. Bir görüntünün görsel içeriğini makineye tanımlatmak …

From Circuits to SoC Processors: Arithmetic Approximation Techniques & Embedded Computing Methodologies for DSP Acceleration

V Leon - arXiv preprint arXiv:2302.12194, 2023 - arxiv.org
The computing industry is forced to find alternative design approaches and computing
platforms to sustain increased power efficiency, while providing sufficient performance …

Power-Aware Characteristics of Matrix Operations on Multicores

G Konnurmath, S Chickerur - Applied Artificial Intelligence, 2021 - Taylor & Francis
ABSTRACT GPU accelerators are massively parallel in nature and tailored for processing
numerically intensive high-performance computing applications. But most of the applications …

Systolic array for universal matrix arithmetic

J Xu - 2020 - search.proquest.com
Abstract 5G is the fifth generation of wireless communication technologies for cellular
networks. Massive Multiple In and Multiple Out (MIMO) is one of the technologies being …

Accelerating matrix processing for mimo systems

J Xu, M Leeser - Proceedings of the 11th International Symposium on …, 2021 - dl.acm.org
Massive Multiple In and Multiple Out (MIMO) is being used in the fifth generation of wireless
communication systems. As the number of antennas increases, the computational …