Zobrazeno 1 - 10
of 86
pro vyhledávání: '"deep learning—artificial neural network (DL-ANN)"'
Autor:
Yun Liang, Qing Zhao, Zhenhong Hu, Ke Bo, Sreenivasan Meyyappan, John K. Neubert, Mingzhou Ding
Publikováno v:
Frontiers in Human Neuroscience, Vol 17 (2023)
Trigeminal neuralgia (TN) is a severe and disabling facial pain condition and is characterized by intermittent, severe, electric shock-like pain in one (or more) trigeminal subdivisions. This pain can be triggered by an innocuous stimulus or can be s
Externí odkaz:
https://doaj.org/article/488bfbdddd48421e95be81b098ba664a
Autor:
Huong Thi Thu Vu, Hoang-Long Cao, Dianbiao Dong, Tom Verstraten, Joost Geeroms, Bram Vanderborght
Publikováno v:
Frontiers in Neurorobotics, Vol 16 (2022)
Locomotion mode recognition provides the prosthesis control with the information on when to switch between different walking modes, whereas the gait phase detection indicates where we are in the gait cycle. But powered prostheses often implement a di
Externí odkaz:
https://doaj.org/article/35378c9b5f8f4e198e68106afa087632
Autor:
Antonio Bruno, Davide Moroni, Riccardo Dainelli, Leandro Rocchi, Silvia Morelli, Emilio Ferrari, Piero Toscano, Massimo Martinelli
Publikováno v:
Frontiers in Artificial Intelligence, Vol 5 (2022)
A novel method for improving plant disease classification, a challenging and time-consuming process, is proposed. First, using as baseline EfficientNet, a recent and advanced family of architectures having an excellent accuracy/complexity trade-off,
Externí odkaz:
https://doaj.org/article/4aaf011d63824301aca9a5236e70d37b
Publikováno v:
Frontiers in Big Data, Vol 5 (2022)
Adversarial attacks, e.g., adversarial perturbations of the input and adversarial samples, pose significant challenges to machine learning and deep learning techniques, including interactive recommendation systems. The latent embedding space of those
Externí odkaz:
https://doaj.org/article/9dd3ce85b61e47c0821c9162dd014b11
Autor:
Thi Kieu Khanh Ho, Minhee Kim, Younghun Jeon, Byeong C. Kim, Jae Gwan Kim, Kun Ho Lee, Jong-In Song, Jeonghwan Gwak
Publikováno v:
Frontiers in Aging Neuroscience, Vol 14 (2022)
The timely diagnosis of Alzheimer’s disease (AD) and its prodromal stages is critically important for the patients, who manifest different neurodegenerative severity and progression risks, to take intervention and early symptomatic treatments befor
Externí odkaz:
https://doaj.org/article/299f0bb5b0c44009a2de435a56865c78
Autor:
Tom Finck, Hongwei Li, Sarah Schlaeger, Lioba Grundl, Nico Sollmann, Benjamin Bender, Eva Bürkle, Claus Zimmer, Jan Kirschke, Björn Menze, Mark Mühlau, Benedikt Wiestler
Publikováno v:
Frontiers in Neuroscience, Vol 16 (2022)
Generative adversarial networks (GANs) can synthesize high-contrast MRI from lower-contrast input. Targeted translation of parenchymal lesions in multiple sclerosis (MS), as well as visualization of model confidence further augment their utility, pro
Externí odkaz:
https://doaj.org/article/054083d9d9434f1ea20837b30d838778
Autor:
Priyesh Vijayan, Yash Chandak, Mitesh M. Khapra, Srinivasan Parthasarathy, Balaraman Ravindran
Publikováno v:
Frontiers in Big Data, Vol 5 (2022)
Many real-world applications deal with data that have an underlying graph structure associated with it. To perform downstream analysis on such data, it is crucial to capture relational information of nodes over their expanded neighborhood efficiently
Externí odkaz:
https://doaj.org/article/514668e461e14f82aedda60d02a43ac7
Publikováno v:
Frontiers in Big Data, Vol 5 (2022)
Weather Normalized Models (WNMs) are modeling methods used for assessing air contaminants under a business-as-usual (BAU) assumption. Therefore, WNMs are used to assess the impact of many events on urban pollution. Recently, different approaches have
Externí odkaz:
https://doaj.org/article/18c25dd4686e4bb2ad78759c6a1bcbc6
Publikováno v:
Frontiers in Physiology, Vol 13 (2022)
Were astronauts forced to land on the surface of Mars using manual control of their vehicle, they would not have familiar gravitational cues because Mars’ gravity is only 0.38 g. They could become susceptible to spatial disorientation, potentially
Externí odkaz:
https://doaj.org/article/72a6a7eed0b84cd9af86e164d13eae3d
Publikováno v:
Frontiers in Pediatrics, Vol 9 (2021)
Despite broad application during labor and delivery, there remains considerable debate about the value of electronic fetal monitoring (EFM). EFM includes the surveillance of fetal heart rate (FHR) patterns in conjunction with the mother's uterine con
Externí odkaz:
https://doaj.org/article/870863a945dd4e5e959b9a25dcea6bd7