The small random noise in the simulated spectral data is generated using the Mersenne Twister [67] as the core generator. The 31 original spectra samples used as the basis for training are also shown in Figure 1. Their training information, such as training epochs, training time, memory ...
Circles in the generator and discriminator represent NN nodes. Figure 2. The Schematic diagram of CGAN. The condition vector v and a group of normally distributed vectors z constitute the input of the generator. As shown in Figure 2, the condition vector is composed of signal information and...
Figure 4. Improved U-Net network used as the generator (the ASPP Module is shown in Figure 6, and the Attention Module is shown in Figure 7). Figure 5. Discriminator network used. 4.2.1. ASPP Module The original U-Net network uses downsampling to expand the receptive field while re...
APA Style Yang, N., Zhao, Y., Wang, F., & Chen, J. (2023). Using Phase-Sensitive Optical Time Domain Reflectometers to Develop an Alignment-Free End-to-End Multitarget Recognition Model. Electronics, 12(7), 1617. https://doi.org/10.3390/electronics12071617 Note that from the first...
The reference current source (𝐼𝑟𝑒𝑓Iref) adopts a self-biased configuration, robust against the power voltage and temperature, and the output impedance is enhanced by cascode current mirrors [25]. The widths of M1, M2, and the cascode current mirrors control the current injected into ...
The meeting key is generated using a cryptographically secure random number generator (RNG). The host then encrypts it with the symmetric key (𝐾𝐴𝐵KAB), uploads it to the bulletin board, decrypts the ciphertext with the symmetric key (𝐾𝐴𝐵KAB), and obtains the meeting key (...
In the inner current control loop, FM is the constant gain of the PWM generator; Gi1d and Gi2d is the transfer function from the duty ratio to the two different inductor current; Ci1 and Ci2 indicates the transfer function of current controllers; and Hi1 and Hi2 are the sensing gains of...
The safe-end of a steam generator (SG) nozzle dissimilar metal weld (DMW) for pressurized water reactors (PWRs) is the weakest point of failure which is crucial for the safe operation of a nuclear power station. Related to materials micro-structures, a uniaxial stress–strain relationship is ...
DeepKeyGen: A deep learning-based stream cipher generator for medical image encryption and decryption. IEEE Trans. Neural Netw. Learn. Syst. 2021, 33, 4915–4929. [Google Scholar] [CrossRef] [PubMed] Bao, Z.; Xue, R. Research on the avalanche effect of image encryption based on the ...
All fieldsTitleAbstractKeywordsAuthorsAffiliationsDoiFull TextReferences Open AccessArticle by Arianna Introna Division of Literatures and Languages, University of Stirling, Stirling FK9 4LA, UK Humanities2019,8(2), 104;https://doi.org/10.3390/h8020104 ...