Deep Learning

Deep learning is part of a broader family of machine learning methods based on artificial neural networks with representation learning. Learning can be supervised, semi-supervised or unsupervised. Deep-learning is architectures such as deep neural networks, deep belief networks, deep reinforcement learning, recurrent neural networks, convolutional neural networks and Transformers have been applied to fields including computer vision, speech recognition, natural language processing, machine translation, bioinformatics, drug design, medical image analysis, climate science, material inspection and board game programs, where they have produced results comparable to and in some cases surpassing human expert performance. Artificial neural networks were inspired by information processing and distributed communication nodes in biological systems. ANNs have various differences from biological brains.

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City digital twins help train deep learning models to separate building facades

CT-derived body composition with deep learning predicts cardiovascular events

Deep learning algorithm may streamline lung cancer radiotherapy treatment

Single-cell approaches and deep learning to map all stages of fruit fly embryo development

Deep learning for new alloys

New deep learning model helps the automated screening of common eye disorders

Rapid adaptation of deep learning teaches drones to survive any weather

Deep learning model to predict adverse drug-drug interactions

AF2Complex: Researchers leverage deep learning to predict physical interactions of protein complexes

Monitoring Arctic permafrost with satellites, supercomputers, and deep learning

Neuroscientists use deep learning model to simulate brain topography

New Deep Learning Model Could Accelerate the Process of Discovering New Medicines

Deep learning dreams up new protein structures

Deep Learning AI Explained: Neural Networks

New deep learning algorithm can pick up genetic mutations and DNA mismatch repair deficiency in colorectal cancers more efficiently

Deep Learning Artificial Intelligence Predicts Breast Cancer Risk Better

Deep learning model classifies brain tumors with single MRI scan

Laser-Driven Ion Acceleration With Deep Learning Neural Networks

Now in 3D: Deep learning techniques help visualize X-ray data in three dimensions

Scientists adopt deep learning for multi-object tracking