• More ConvNets in the 2020s : Scaling up Kernels Beyond 51x51 using Sparsity 

  Liu, Shiwei; Chen, Tianlong; Chen, Xiaohan; Chen, Xuxi; Xiao, Qiao; Wu, Boqian; Kärkkäinen, Tommi; Pechenizkiy, Mykola; Mocanu, Decebal Constantin; Wang, Zhangyang (OpenReview.net, 2023)

  Transformers have quickly shined in the computer vision world since the emergence of Vision Transformers (ViTs). The dominant role of convolutional neural networks (CNNs) seems to be challenged by increasingly effective ...

• Advancing Nanoscale Computing : Efficient Reversible ALU in Quantum-Dot Cellular Automata 

  Nemattabar, Shahrokh; Mosleh, Mohammad; Haghparast, Majid; Kheyrandish, Mohammad (Elsevier, 2024)

  This paper presents a significant contribution to the field of nanoscale computing by proposing an innovative reversible Arithmetic and Logic Unit (ALU) implemented in Quantum-Dot Cellular Automata (QCA). Reversible logic ...

• Analysis of the Next Evolution of Security Audit Criteria 

  Nykänen, Riku; Kelo, Tomi; Kärkkäinen, Tommi (ArmisteadTEC, 2023)

  Security assessments are performed for multiple reasons, including compliance with the information security regulation. Amongst other objectives, regulatory requirements are created to increase the ...

• Blockchain-Based Resource Trading in Multi-UAV Edge Computing System 

  Xu, Runchen; Chang, Zheng; Zhang, Xinran; Hämäläinen, Timo (Institute of Electrical and Electronics Engineers (IEEE), 2024)

  Unmanned aerial vehicle (UAV) assisted mobile edge computing (MEC) systems have emerged as a promising technology with the capability to expand terrestrial networks. UAVs, working as edge computing nodes and mobile base ...

• A Web-Based Physical Activity Promotion Intervention for Inactive Parent-Child Dyads : Protocol for a Randomized Controlled Trial 

  Phipps, Daniel; Green, Weldon Thomas; Aho, Reetta; Kettunen, Eeva; Biddle, Stuart; Hamilton, Kyra; Laukkanen, Arto; Aunola, Kaisa; Chan, Derwin King; Hankonen, Nelli; Hassandra, Mary; Kärkkäinen, Tommi; Kykyri, Virpi-Liisa; Polet, Juho; Rhodes, Ryan; Ruiz, Montse C; Sääkslahti, Arja; Schneider, Jekaterina; Toivonen, Hanna-Mari; Lintunen, Taru; Hagger, Martin; Knittle, Keegan (JMIR Publications, 2024)

  Background: Low levels of physical activity are associated with numerous adverse health outcomes, yet sedentary lifestyles are common among both children and adults. Physical activity levels tend to decline steeply among ...

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