Criteria for performance
This section offers some performance indicators that have been looked at and assessed to determine how effective approximation multipliers and compressors are. Implementation efficiency and accuracy measurements are the…
Category: 7. Maths
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Predicting sequence-specific amplification efficiency in multi-template PCR with deep learning
Design of oligonucleotide pools
All oligonucleotide pools used in the experiments of this study were purchased from Twist Biosciences (Piscataway, NJ, United States) and designed with a fixed length of 149 nt. In all oligo pools, each design…
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Lightweight bearing fault diagnosis via decoupled distillation and low rank adaptation
Bonnett, A. H. & Yung, C. Increased efficiency versus increased reliability. IEEE Ind. Appl. Mag. 14, 29–36 (2008).
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Benbouzid, M. E. H. A review of induction motors signature…
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Investigating the morphological changes of scour hole around gabion spur dikes
Evaluation of the morphological changes of scour hole
Various hydraulic parameters are shown in Fig. 6 in relation to the relative variation of the scour hole features (depth, width, and length).
Relative scour hole depth (\(\:{d}_{s}/Y\))
In…
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Secure edge-based IoMT framework for ICU monitoring with TinyML and post-quantum cryptography
This section details the development and evaluation of machine learning models designed for real-time patient status classification using vital signs. The objective is to identify a lightweight yet accurate model suitable for deployment on…
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Unified artificial intelligence framework for modeling pollution dynamics and sustainable remediation in environmental chemistry
Graph neural network analysis of pollutant transport networks
The graph neural network analysis presented in Fig. 1 provides a comprehensive assessment of pollutant transport dynamics through a dual-panel visualization that integrates network…
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A parallel and efficient transformer deep learning network for continuous estimation of hand kinematics from electromyographic signals
We evaluate the performance of the proposed PET compared to contemporary SOTA sEMG architectures in standard continuous hand movement estimation tasks. We verify the CC, RMSE, and NRMSE to demonstrate the accuracy if the proposed architecture. We…
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A lossless and fully parallel spintronic compute-in-memory macro for artificial intelligence chips
Sze, V., Chen, Y.-H., Yang, T.-J. & Emer, J. S. Efficient processing of deep neural networks: a tutorial and survey. Proc. IEEE 105, 2295–2329 (2017).
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Xu, X. et al. Scaling for…
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GAN-AVI: facial expression translator in Twitter avatar analogous to tweet sentiments
This section discusses the approaches used in our proposed work: from text sentiment extraction to face expression transformation. Our proposed approach includes two frameworks: Text sentiment label extraction framework; Customized face…
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Path planning for autonomous vehicles based on the improved ant colony algorithm
Principles of the traditional ant colony algorithm
Inspired by the path-finding behavior of ants during foraging, Marco Dorigo proposed the ant colony algorithm in 1991. Ants depart from the ant nest randomly in all directions for foraging while…
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