Latest Articles for Neural Network

Instrumentation and Methods for Astrophysics Advancements in Exoplanet Detection Techniques

New methods improve the detection of distant exoplanets using advanced algorithms.

Théo Bodrito, Olivier Flasseur, Julien Mairal

2025-06-04T13:59:39+00:00 ― 5 min read

Quantum Physics Estimating Quantum Noise Using Machine Learning

Researchers apply machine learning to improve quantum computing noise estimation.

Jon Gardeazabal-Gutierrez, Erik B. Terres-Escudero, Pablo García Bringas

2025-06-04T13:12:33+00:00 ― 6 min read

Machine Learning Improving Neural Network Predictions with a New Filter

A new method enhances the accuracy of predictions from neural networks.

Parham Oveissi, Turibius Rozario, Ankit Goel

2025-06-04T08:11:43+00:00 ― 5 min read

Machine Learning Advancing Distribution Matching with PWAN

A new method improves data alignment, especially with noisy datasets.

Zi-Ming Wang, Nan Xue, Ling Lei

2025-06-03T23:26:40+00:00 ― 5 min read

Optics Advances in Multimode Fiber Imaging Using Neural Networks

Researchers enhance multimode fiber imaging reliability with neural networks, despite temperature fluctuations.

Kun Wang, Changyan Zhu, Ennio Colicchia

2025-06-03T23:12:36+00:00 ― 5 min read

Machine Learning Introducing Zorro Activation Functions for Neural Networks

Zorro functions provide smooth solutions for enhanced neural network performance.

Matias Roodschild, Jorge Gotay-Sardiñas, Victor A. Jimenez

2025-06-03T16:37:48+00:00 ― 5 min read

Image and Video Processing Challenges in Depth Map Restoration for AR and VR

Innovative methods for enhancing depth maps vital for augmented and virtual reality.

Marcos V. Conde, Florin-Alexandru Vasluianu, Jinhui Xiong

2025-06-03T11:15:20+00:00 ― 6 min read

Robotics Advancing Robot Orientation Estimation with TE-PINN

TE-PINN enhances accuracy in robot orientation estimation using neural networks and physics.

Arman Asgharpoor Golroudbari

2025-06-03T10:26:45+00:00 ― 5 min read

Machine Learning Understanding Neural Networks Through Simple Programs

Learn how neural networks mimic programming concepts for effective predictions.

Sourav Chatterjee, Timothy Sudijono

2025-06-03T00:04:48+00:00 ― 6 min read

Systems and Control New Methods for Easier Control of Complex Systems

Using neural networks to improve control strategies for complex systems management.

Maxime Thieffry, Alexandre Hache, Mohamed Yagoubi

2025-06-02T23:55:10+00:00 ― 5 min read

Machine Learning Improving Monte Carlo Integration with Neural Control Variates

Learn how neural networks enhance the accuracy of Monte Carlo integration through control variates.

Zilu Li, Guandao Yang, Qingqing Zhao

2025-06-02T22:59:15+00:00 ― 6 min read

Computer Vision and Pattern Recognition Automated Image Analysis for Metal 3D Printing

A new AI model automates the analysis of melt tracks in metal 3D printing.

Aagam Shah, Reimar Weissbach, David A. Griggs

2025-06-02T17:07:06+00:00 ― 5 min read

Quantum Physics Quantum Computing Meets AI: A New Path

Examining the integration of quantum computing into neural networks for AI.

Peiyong Wang, Casey. R. Myers, Lloyd C. L. Hollenberg

2025-06-02T16:20:00+00:00 ― 7 min read

Computer Vision and Pattern Recognition Key Facial Features in Emotion Recognition

A study reveals how facial features influence emotion guessing accuracy.

Cheng Qiu

2025-06-02T14:41:30+00:00 ― 6 min read

Machine Learning How Reinforcement Learning Agents Make Decisions in Mazes

A look at how RL agents learn and make choices in mazes.

Tristan Trim, Triston Grayston

2025-06-02T11:16:06+00:00 ― 6 min read

Hardware Architecture Advancing FPGAs for Neural Network Efficiency

Innovative use of LUTs enhances FPGA performance for deep learning tasks.

Yanyue Xie, Zhengang Li, Dana Diaconu

2025-06-02T10:12:54+00:00 ― 6 min read

Quantum Physics Harnessing Machine Learning for Quantum Modeling

Explore how machine learning improves quantum system modeling with minimal data.

Kaustav Mukherjee, Johannes Schachenmayer, Shannon Whitlock

2025-06-02T09:31:48+00:00 ― 5 min read

Robotics Improving Robot Efficiency in Logistics

BOMP enhances robots' ability to pick items swiftly and accurately from bins.

Zachary Tam, Karthik Dharmarajan, Tianshuang Qiu

2025-06-02T06:23:48+00:00 ― 5 min read

Robotics Improving Collision Avoidance for Autonomous Boats

A new method helps self-driving boats avoid collisions in busy waters.

Mingi Jeong, Arihant Chadda, Alberto Quattrini Li

2025-06-01T23:48:48+00:00 ― 6 min read

Machine Learning Wasserstein Flow Matching: Transforming Data Creation

Discover how WFM changes the way we create and understand data.

Doron Haviv, Aram-Alexandre Pooladian, Dana Pe'er

2025-06-01T20:39:12+00:00 ― 6 min read

Computer Vision and Pattern Recognition Improving Cow Health Assessments with Video Analysis

Researchers utilize video technology to enhance cow health evaluations and milk quality.

Minghao Wang, Pinxue Lin

2025-06-01T19:34:45+00:00 ― 5 min read

Machine Learning Neural Population Coding: A Smarter Approach to Recognition

Learn how neural population coding improves computer recognition systems.

Heiko Hoffmann

2025-06-01T14:27:54+00:00 ― 7 min read

Computer Vision and Pattern Recognition 3D Plane Reconstruction: Simplifying Spatial Mapping

Learn how a single image can reveal complex 3D layouts.

Wang Zhao, Jiachen Liu, Sheng Zhang

2025-06-01T08:00:48+00:00 ― 6 min read

Machine Learning Improving Neural Networks with Mutual Feature Regularization

This article discusses methods to better understand neural networks through Sparse Autoencoders and Mutual Feature Regularization.

Luke Marks, Alasdair Paren, David Krueger

2025-06-01T07:45:00+00:00 ― 5 min read

Instrumentation and Methods for Astrophysics Advancements in Analyzing Gravitational Lensing Data

Study shows improved predictions for galaxy lensing using neural networks.

Shrihan Agarwal, Aleksandra Ćiprijanović, Brian D. Nord

2025-06-01T02:15:39+00:00 ― 5 min read

Artificial Intelligence Advancements in Learning from Demonstration for Robotics

A new approach reduces errors in robotic learning from human demonstrations.

Peter David Fagan, Subramanian Ramamoorthy

2025-05-31T22:31:35+00:00 ― 8 min read

Machine Learning Lagrangian Neural Networks: Bridging Physics and Machine Learning

Discover how Lagrangian neural networks predict movement with real-world constraints.

Viviana Alejandra Diaz, Leandro Martin Salomone, Marcela Zuccalli

2025-05-31T18:08:57+00:00 ― 7 min read

Computer Vision and Pattern Recognition Synthetic Models Aid Brain Aneurysm Detection

Researchers create fake models to improve brain aneurysm diagnosis.

Rafic Nader, Florent Autrusseau, Vincent L'Allinec

2025-05-31T16:04:54+00:00 ― 4 min read

Machine Learning Understanding Neural Network Reconstruction Techniques

Learn about how to reconstruct neural networks and its implications.

Judah Goldfeder, Quinten Roets, Gabe Guo

2025-05-31T14:37:18+00:00 ― 5 min read

Statistical Mechanics Machine Learning and Phase Transitions

A study on using machine learning to analyze material phase changes.

Diana Sukhoverkhova, Vyacheslav Mozolenko, Lev Shchur

2025-05-31T14:37:00+00:00 ― 6 min read

Human-Computer Interaction Improving Brain-Computer Interfaces with New Training Methods

A new approach enhances BCI accuracy and safety against attacks.

Xiaoqing Chen, Ziwei Wang, Dongrui Wu

2025-05-31T08:20:51+00:00 ― 5 min read

Artificial Intelligence Understanding How Our Brain Handles Working Memory

A look into how our brains manage short-term memory with neural networks.

Xiaoxuan Lei, Takuya Ito, Pouya Bashivan

2025-05-31T00:20:20+00:00 ― 5 min read

Cosmology and Nongalactic Astrophysics Advancements in Detecting B-Mode Polarization

Neural networks enhance detection of B-mode signals in the Cosmic Microwave Background.

Sarvesh Kumar Yadav

2025-05-30T23:39:42+00:00 ― 7 min read

Orthopedics Understanding the Impact of High-Impact Exercise on Bone Health

Research reveals how specific exercises affect femoral neck strength and fracture risk.

Zainab Altai, A. T. M. Phillips, J. Moran

2025-05-30T17:19:36+00:00 ― 7 min read

Computer Vision and Pattern Recognition Improving Depth Estimation with PEFT Methods

Exploring parameter-efficient fine-tuning for depth estimation accuracy and uncertainty.

Richard D. Paul, Alessio Quercia, Vincent Fortuin

2025-05-30T14:23:28+00:00 ― 4 min read

Numerical Analysis Using Neural Networks to Solve Complex PDEs

Learn how neural networks can tackle partial differential equations effectively.

Joost A. A. Opschoor, Philipp C. Petersen, Christoph Schwab

2025-05-30T03:33:57+00:00 ― 6 min read

Machine Learning Neural Precision Polarization: A Smarter Approach

Learn how neural precision polarization boosts device efficiency while maintaining accuracy.

Dinithi Jayasuriya, Nastaran Darabi, Maeesha Binte Hashem

2025-05-30T01:01:39+00:00 ― 6 min read

Computational Physics Advancements in Simulating Fermionic Systems with Machine Learning

Researchers use machine learning to improve simulations of complex fermionic systems.

William Freitas, B. Abreu, S. A. Vitiello

2025-05-29T20:40:57+00:00 ― 6 min read

Machine Learning Neural Networks in High-Dimensional Data

Exploring how neural networks tackle high-dimensional challenges in classification tasks.

Andres Felipe Lerma-Pineda, Philipp Petersen, Simon Frieder

2025-05-29T19:06:36+00:00 ― 5 min read

Human-Computer Interaction Advancing Human-Computer Interaction through Recognition

Exploring face and gesture recognition to improve interactions with technology.

Kaushik Ranade, Tanmay Khule, Riddhi More

2025-05-29T16:06:36+00:00 ― 8 min read