Search Results - louis-serge+bouchard

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2017-730 Reducing Computational Complexity of Training Algorithms for Artificial Neural Networks

Summary: Researchers at UCLA have developed a novel mathematical theorem to revolutionize the training of large-scale artificial neural networks (ANN). Background: Artificial neural networks (ANNs) have gained popularity in recent years due to their exceptional performance and applicability to a wide array of machine learning applications. ANNs digitally...

Published: 7/19/2023 | Inventor(s): Khalid Youssef, Louis-Serge Bouchard

Keywords(s): Advanced Computing / AI, Life Science Research Tools, Medical Imaging, Software, Software & Algorithms

Category(s): Life Science Research Tools, Software & Algorithms, Medical Devices > Medical Imaging, Electrical > Quantum Computing, Software & Algorithms > Artificial Intelligence & Machine Learning, Software & Algorithms > Programs

2015-240 Image Filtering Algorithm for Enhanced Noise Removal and Feature Preservation

SUMMARYUCLA researchers in the Department of Chemistry & Biochemistry have developed a novel image filtering algorithm that removes image noise while preserving image features with unprecedented fidelity. BACKGROUNDTraditional image processing techniques use filtering algorithms based either on spatial smoothing (averaging) of pixel intensities...

Published: 7/19/2023 | Inventor(s): Louis-Serge Bouchard, Khalid Youssef

Keywords(s):

Category(s): Software & Algorithms > Image Processing