neural networks News and Research

RSS

Deep Learning Revolutionizes Cancer Biology With Insights From 50,000 Gene Profiles

Researchers introduce DeepProfile, a groundbreaking deep learning framework that deciphers gene expression data across 18 cancers, uncovering critical pathways linked to survival and treatment responses.

5 Jan 2025

Harnessing AI to Combat Global Health Crises and Accelerate Vaccine Research

Research explores how artificial intelligence transforms pandemic responses, from enhancing epidemiological modeling to accelerating vaccine development, while addressing ethical challenges.

5 Jan 2025

GenEx Redefines AI Exploration by Creating 3D Worlds from a Single Image

Researchers at Johns Hopkins University introduced GenEx, a groundbreaking AI system that generates immersive 3D worlds from a single image, revolutionizing exploration and interaction in virtual environments.

2 Jan 2025

EMOv2 Sets New Benchmark in Lightweight Vision Models

EMOv2 revolutionizes lightweight vision models by combining CNN and Transformer strengths to deliver unparalleled performance and efficiency in computer vision tasks.

19 Dec 2024

Graph-Based AI Predicts Cyber Attacks and Trajectories in Real Time

Researchers at BAE Systems introduced GIGO-ToM, a graph-based model that predicts cyber attackers' targets and strategies, enhancing real-time defense in complex networks.

16 Dec 2024

The Next Wave of AI: Amazon Nova Merges Intelligence With Creativity

Amazon Nova revolutionizes foundation models with state-of-the-art generative AI capabilities, delivering unparalleled performance for multimodal tasks, document analysis, and creative content generation while prioritizing customization and ethical AI use.

10 Dec 2024

Can AI Think Like Us?

Researchers tested GPT-3's cognitive and emotional intelligence, uncovering strengths in knowledge-based tasks and human-like self-assessment biases, but no definitive self-awareness.

9 Dec 2024

Smarter Fake News Detection with Graph-Enhanced AI Framework

Researchers introduced the GETAE framework, integrating text analysis and social dynamics, achieving breakthroughs in fake news detection accuracy on social media datasets.

9 Dec 2024

AI Generates Hyper-Realistic Satellite Images to Predict Future Floods

MIT researchers developed a method combining generative AI with physics-based flood models to create realistic satellite images of future flooding scenarios. Tested in Houston with Hurricane Harvey data, the approach proved more accurate than traditional methods, aiding disaster preparedness and decision-making.

5 Dec 2024

AlphaQubit Transforms Quantum Error Correction with Cutting-Edge AI

Researchers at Google’s DeepMind and Quantum AI have developed AlphaQubit, a transformer-based neural network that sets a new benchmark in quantum error correction by adapting to real-world noise, achieving superior accuracy and scalability for fault-tolerant quantum computing.

26 Nov 2024

Improving Urban Mobility with AI Traffic Models

A novel data-driven framework identifies scalable traffic congestion patterns, leveraging machine learning to predict speed and flow dynamics across diverse urban environments. This breakthrough offers insights for improving navigation systems and sustainable urban planning.

25 Nov 2024

AI-Powered Neural Networks Drive Renewable Energy and Emission Predictions

Artificial neural networks (ANNs) revolutionize renewable energy and greenhouse gas prediction, offering precise, efficient, and scalable solutions for sustainable energy transitions.

21 Nov 2024

Machine Learning Powering Breakthroughs in Climate Forecasting and Modeling

Machine learning is transforming climate science by enhancing data reconstruction, improving model precision, and enabling more accurate climate forecasts at lower costs.

14 Nov 2024

ADOPT Algorithm Revolutionizes Deep Learning Optimization for Faster, Stable Training

Researchers at the University of Tokyo developed ADOPT, a novel optimization algorithm that overcomes convergence issues in adaptive gradient methods, promising more reliable and efficient training for deep learning models.

13 Nov 2024

B-Cosification Transforms Pre-Trained AI Models Into Interpretable, High-Performance Systems

B-Cosification is a novel technique that transforms pre-trained deep neural networks into interpretable models without compromising performance, reducing training costs and time. The approach enhances transparency, making AI systems more trustworthy in high-stakes industries like healthcare and finance.

10 Nov 2024

AI Models Show Creative Potential But Face Hurdles in Achieving True Innovation

AI struggles to match human creativity despite advancements, facing challenges in abstract thinking, coherence, and originality. Researchers call for a comprehensive process-based evaluation to enhance AI's creative capabilities.

27 Oct 2024

Machine Learning Boosts Earthquake Prediction Accuracy in Los Angeles

Researchers have enhanced earthquake prediction accuracy in Los Angeles using advanced machine learning models, achieving 97.97% accuracy by comparing 16 algorithms.

22 Oct 2024

Unlocking Transparency in Diffusion Models With Scalable Data Attribution Methods

Researchers developed a scalable framework for data attribution in diffusion models, using influence functions to improve model transparency and accountability.

22 Oct 2024

AI Accurately Uncovers Forged Artworks Linked to Notorious Forger Wolfgang Beltracchi

Researchers developed a multiclass AI model using EfficientNet and KAN to detect Wolfgang Beltracchi's art forgeries, revealing key stylistic traits and improving forgery detection techniques.

10 Oct 2024

Deep Learning Model Predicts Flight Strategies to Control Pandemics

Researchers developed a novel GNN framework, DWSAGE, to analyze how international air travel impacts the global spread of COVID-19 and provide pandemic control strategies. This model offers dynamic, real-time predictions, aiding policymakers in managing future outbreaks.

7 Oct 2024