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IEEE2d
Nonlinearity Mitigation Using a Machine Learning Detector Based on
Abstract: A powerful machine learning detector based on the k-nearest neighbors (KNN) algorithm is proposed to overcome system impairments. The zero-dispersion link (ZDL), dispersion managed link (DML ...
IEEE19d
Competitive learning algorithms and neurocomputer architecture
Abstract: This paper begins with an overview of several competitive learning algorithms in artificial neural networks ... Finally, we report a reconfigurable parallel neurocomputer architecture we ...
Medical Xpress24d
Machine learning algorithm brings long-read sequencing to the clinic
To address this challenge, researchers developed SAVANA, a new algorithm which they describe in the journal Nature Methods. SAVANA uses machine learning to accurately identify structural variants ...
Frontiers26d
Enhancing Sustainable Urban Design Using Machine Learning: Comparative Analysis of Seven Metaheuristic Algorithms in Energy-Efficient Digital Architecture
The final, formatted version of the article will be published soon. Metaheuristics optimization algorithms used in this research include PSO, ACO, GA, and SA and represent effective approaches toward ...
C&EN26d
Using Machine Learning to Analyze Molecular Dynamics Simulations of Biomolecules
Interdisciplinary Graduate Program in Quantitative Biosciences, Georgia Institute of Technology, Atlanta, Georgia 30332, United States School of Chemistry and Biochemistry, Georgia Institute of ...