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Learnable Leaky ReLU (LeLeLU): An Alternative Accuracy-Optimized Activation Function
Information, 2021 In neural networks, a vital component in the learning and inference process is the activation function. There are many different approaches, but only nonlinear activation functions allow such networks to compute non-trivial problems by using only a small
Andreas Maniatopoulos +1 more
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Intrusion Detection System Based on Gradient Corrected Online Sequential Extreme Learning Machine
IEEE Access, 2021 Nowadays, Intrusion Detection System (IDS) is an active research topic with machine learning nature. A single-hidden layer feedforward neural network (SLFN) trained on the approach of extreme learning machine (ELM) is used for (IDS).
Nedhal Ahmad Hamdi Qaiwmchi +2 more
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A novel zeroing neural network for dynamic sylvester equation solving and robot trajectory tracking
Frontiers in Physics, 2023 To solve the theoretical solution of dynamic Sylvester equation (DSE), we use a fast convergence zeroing neural network (ZNN) system to solve the time-varying problem.
Lv Zhao +6 more
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Sinusoidal Neural Networks: Towards ANN that Learns Faster
Complex Systems Informatics and Modeling Quarterly, 2020 If everything is a signal and combination of signals, everything can be represented with Fourier representations. Then, is it possible to represent a signal with a conditional dependency to input data?
Tekin Evrim Ozmermer
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Promotion of physical activity guidelines and behavior change
Journal of Physical Fitness and Sports Medicine, 2015 Physical activity guidelines have been published by governments to increase physical activity at a national level. Such guidelines commonly include behavior change techniques.
Kazuhiro Harada, Yoshio Nakamura
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Some Intrinsic Properties of Tadmor–Tanner Functions: Related Problems and Possible Applications
Mathematics, 2020 In this paper, we study some properties of an exponentially optimal filter proposed by Tadmor and Tanner. More precisely, we consider the problem for approximating the function of rectangular type F(t) by the class of exponential functions σadapt(t ...
Nikolay Kyurkchiev
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Agronomy, 2022 In the academic world, ginseng (Panax ginseng C. A. Meyer) has received much attention as the most representative element of Chinese medicine. To address the lack of traditional algorithms in the identification of ginseng appearance quality and further ...
Dongming Li +5 more
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B cells extract antigens at Arp2/3-generated actin foci interspersed with linear filaments
eLife, 2019 Antibody production depends on B cell internalization and presentation of antigens to helper T cells. To acquire antigens displayed by antigen-presenting cells, B cells form immune synapses and extract antigens by the mechanical activity of the acto ...
Sophie I Roper +5 more
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Lightweight Tennis Ball Detection Algorithm Based on Robomaster EP
Applied Sciences, 2023 To address the problems of poor recognition effect, low detection accuracy, many model parameters and computation, complex network structure, and unfavorable portability to embedded devices in traditional tennis ball detection algorithms, this study ...
Yuan Zhao +4 more
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IEEE Access, 2020 Rotating machinery has been developed with high complexity and precision, and bearings and gears are crucial components in the machinery system. Deep learning has attracted considerable attention from researchers in this area.
Wei You +5 more
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