Neural Network

Computer Vision and Pattern Recognition Revolutionizing Color Storage with Neural Networks

Discover a smarter way to store and apply color LUTs.

Vahid Zehtab, David B. Lindell, Marcus A. Brubaker

Feb 9, 2025 ― 7 min read

Machine Learning Balancing Energy Supply and Demand with Neural Networks

Learn how neural networks improve energy management and predict future needs.

Van Truong Vo, Samad Noeiaghdam, Denis Sidorov

Feb 7, 2025 ― 6 min read

Disordered Systems and Neural Networks Unraveling the Mysteries of Neural Networks

Dive into the complexities of how neural networks learn and interact.

P. Baglioni, L. Giambagli, A. Vezzani

Feb 7, 2025 ― 7 min read

Computation and Language NeSyCoCo: A New Era in AI Understanding

NeSyCoCo enhances AI's ability to link language and visuals effectively.

Danial Kamali, Elham J. Barezi, Parisa Kordjamshidi

Feb 6, 2025 ― 7 min read

Machine Learning Revolutionizing Battery Charge Predictions

A new method improves how we predict battery charge levels.

Giovanni Pollo, Alessio Burrello, Enrico Macii

Feb 5, 2025 ― 5 min read

Mathematical Physics The Balance of Brain Activity Explained

Discover how neurons maintain balance for mental health.

James MacLaurin, Pedro Vilanova

Feb 5, 2025 ― 7 min read

Optimization and Control Neural Networks Tackle Inverse Problems

Neural networks restore clarity in challenging inverse problems across various fields.

Emilie Chouzenoux, Cecile Della Valle, Jean-Christophe Pesquet

Feb 4, 2025 ― 6 min read

Robotics Revolutionizing Robot Movement: The Friction Factor

Researchers enhance robot efficiency by improving friction modeling techniques.

Victor Vantilborgh, Sander De Witte, Frederik Ostyn

Feb 4, 2025 ― 7 min read

History and Philosophy of Physics John Hopfield: Bridging Physics and Biology

Explore how John Hopfield's work reshapes AI and our understanding of life.

William Bialek

Feb 1, 2025 ― 6 min read

Nuclear Theory Fast-Tracking Element Formation in Space

Scientists simulate the r-process using neural networks for faster results.

Yukiya Saito, Iris Dillmann, Reiner Krücken

Feb 1, 2025 ― 6 min read

High Energy Physics - Phenomenology Unveiling Top Pair Production with Neural Networks

Researchers use neural networks to simulate off-shell effects in particle physics.

Mathias Kuschick

Feb 1, 2025 ― 5 min read

Sound Revolutionizing Sound Classification: A New Method

A fresh approach makes sound recognition more accessible and efficient.

Noriyuki Tonami, Wataru Kohno, Keisuke Imoto

Feb 1, 2025 ― 7 min read

High Energy Physics - Experiment The Search for Charged Higgs Bosons

Scientists hunt for the elusive charged Higgs boson at the Large Hadron Collider.

ATLAS Collaboration

Jan 31, 2025 ― 7 min read

Machine Learning Revolutionizing Neural Networks with Contextual Feedback Loops

Discover how Contextual Feedback Loops improve neural network accuracy and adaptability.

Jacob Fein-Ashley

Jan 31, 2025 ― 9 min read

Computer Vision and Pattern Recognition STITCH: A Game Changer in Surface Reconstruction

Discover how STITCH improves 3D modeling from point clouds.

Anushrut Jignasu, Ethan Herron, Zhanhong Jiang

Jan 28, 2025 ― 5 min read

Hardware Architecture Reducing Lookup Tables for Better Neural Networks

A new method optimizes lookup tables using 'don't care' conditions.

Oliver Cassidy, Marta Andronic, Samuel Coward

Jan 28, 2025 ― 6 min read

Mesoscale and Nanoscale Physics Decoding Magnetic Textures with Neural Networks

Using neural networks to clarify tiny magnetic patterns reveals material secrets.

David A. Broadway, Mykhailo Flaks, Adrien E. E. Dubois

Jan 26, 2025 ― 6 min read

Numerical Analysis Neural Networks: Physics Problem Solvers

Discover how neural networks tackle complex physics equations.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

Jan 24, 2025 ― 7 min read

Machine Learning Simplifying Complex Data with Neural Networks

Learn how neural networks simplify data for better insights.

Shuntuo Xu, Zhou Yu

Jan 24, 2025 ― 6 min read

Machine Learning DeepMaxent: A New Hope for Wildlife Mapping

Combining citizen science and AI for better species distribution insights.

Maxime Ryckewaert, Diego Marcos, Christophe Botella

Jan 23, 2025 ― 6 min read

Machine Learning Smarter Communication: Beyond Data Exchange

A look into goal-oriented semantic communications and their impact on efficiency.

Jary Pomponi, Mattia Merluzzi, Alessio Devoto

Jan 22, 2025 ― 7 min read

General Relativity and Quantum Cosmology New Method Detects Gravitational Waves

A fresh approach to finding hidden gravitational waves using advanced machine learning.

Ryan Raikman, Eric A. Moreno, Katya Govorkova

Jan 22, 2025 ― 6 min read

Machine Learning Optimizing AI: The Future of Neural Networks

Learn how optimization layers are enhancing AI learning and decision-making.

Calder Katyal

Jan 21, 2025 ― 6 min read

Machine Learning Kryptonite-N: Challenging Machine Learning Myths

A dataset that tests the limits of machine learning algorithms.

Albus Li, Nathan Bailey, Will Sumerfield

Jan 20, 2025 ― 7 min read

Robotics Smart Robots: Adapting to Change with Neural Networks

Learn how advanced neural networks help robots navigate tricky situations.

Yi Yang, Xuchen Wang, Richard M. Voyles

Jan 19, 2025 ― 6 min read

Cosmology and Nongalactic Astrophysics Deciphering the 21cm Signal: A Cosmic Quest

Discover how the 21cm signal reveals secrets of the universe's early days.

Hayato Shimabukuro

Jan 18, 2025 ― 6 min read

Machine Learning FEX: A New Way to Model Disease Spread

Discover how FEX transforms understanding of infectious diseases.

Jianda Du, Senwei Liang, Chunmei Wang

Jan 18, 2025 ― 7 min read

Numerical Analysis New Activation Function Boosts Neural Network Performance

A fresh activation function enhances neural networks for solving complex physical problems.

Vasiliy A. Es'kin, Alexey O. Malkhanov, Mikhail E. Smorkalov

Jan 17, 2025 ― 5 min read

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