Zobrazeno 1 - 10
of 270
pro vyhledávání: '"tiny machine learning"'
Publikováno v:
Mağallaẗ Al-kūfaẗ Al-handasiyyaẗ, Vol 15, Iss 3, Pp 148-169 (2024)
Object detection and image classification are among the most important areas to which scientific research is directed, which are commonly used in various applications based on computer vision. The development of low-cost embedded devices with powerfu
Externí odkaz:
https://doaj.org/article/a07e752429c445328b517e9fb802092b
Publikováno v:
IEEE Access, Vol 12, Pp 155773-155788 (2024)
Transformer has been adopted to image recognition tasks and shown to outperform CNNs and RNNs while it suffers from high training cost and computational complexity. To address these issues, a hybrid approach has become a recent research trend, which
Externí odkaz:
https://doaj.org/article/9dde630bed454398b0e57e17aaccecd9
Publikováno v:
IEEE Access, Vol 12, Pp 108703-108730 (2024)
As technology advances, the use of Machine Learning (ML) in cybersecurity is becoming increasingly crucial to tackle the growing complexity of cyber threats. While traditional ML models can enhance cybersecurity, their high energy and resource demand
Externí odkaz:
https://doaj.org/article/c9679fe1fd1f4576b4cf2f2d1ff90367
Autor:
Benkun Bao, Senhao Zhang, Honghua Li, Weidong Cui, Kai Guo, Yingying Zhang, Kerong Yang, Shuai Liu, Yao Tong, Jia Zhu, Yuan Lin, Huanlan Xu, Hongbo Yang, Xiankai Cheng, Huanyu Cheng
Publikováno v:
Advanced Science, Vol 11, Iss 19, Pp n/a-n/a (2024)
Abstract General movements (GMs) have been widely used for the early clinical evaluation of infant brain development, allowing immediate evaluation of potential development disorders and timely rehabilitation. The infants’ general movements can be
Externí odkaz:
https://doaj.org/article/21085fbf43fe41509ba816cb971f09f5
Publikováno v:
Industrial Robot: the international journal of robotics research and application, 2022, Vol. 50, Issue 4, pp. 581-594.
Externí odkaz:
http://www.emeraldinsight.com/doi/10.1108/IR-02-2022-0045
Autor:
Danilo Pietro Pau, Alberto Aniballi
Publikováno v:
Applied Sciences, Vol 14, Iss 14, p 6240 (2024)
Electric mobility is pervasive and strongly affects everyone in everyday life. Motorbikes, bikes, cars, humanoid robots, etc., feature specific battery architectures composed of several lithium nickel oxide cells. Some of them are connected in series
Externí odkaz:
https://doaj.org/article/be030411c4754a6db6eb074e5976612c
Publikováno v:
Sensors, Vol 24, Iss 13, p 4124 (2024)
The South-to-North Water Diversion Project in China is an extensive inter-basin water transfer project, for which ensuring the safe operation and maintenance of infrastructure poses a fundamental challenge. In this context, structural health monitori
Externí odkaz:
https://doaj.org/article/eb2bba61f9e64ed1a443b1efa3129b9b
Publikováno v:
Chips, Vol 2, Iss 2, Pp 130-141 (2023)
This paper presents a state-of-the-art review of different approaches for Neural Architecture Search targeting resource-constrained devices such as microcontrollers, as well as the implementations of on-device learning techniques for them. Approaches
Externí odkaz:
https://doaj.org/article/f1b28cec1c884bd3ac7c8eeb04274a14
Publikováno v:
Discover Artificial Intelligence, Vol 3, Iss 1, Pp 1-19 (2023)
Abstract Automakers from Honda to Lamborghini are incorporating voice interaction technology into their vehicles to improve the user experience and offer value-added services. Speech recognition systems are a key component of smart cars, enhancing co
Externí odkaz:
https://doaj.org/article/de1cc550307e4741b3bab6acaf1706e2
Publikováno v:
IEEE Access, Vol 11, Pp 47258-47271 (2023)
In this study, we propose an end-to-end emotion recognition system using an ear-electroencephalogram (EEG)-based on-chip device that is enabled using the machine-learning model. The system has an integrated device that gathers EEG signals from electr
Externí odkaz:
https://doaj.org/article/d7bbfe54a0c448d79257eea3883abfb9