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Machine Learning

New image of M87 supermassive black hole generated by the PRIMO algorithm using 2017 EHT data

A sharper look at the M87 black hole

Categories Physics & Mathematics, Space

Futuristic looking robot looking at a video monitor

IBM, Samsung build “AI scientist” that combines theory and data

Categories Physics & Mathematics, Technology

Four different autism subtypes identified in brain study

Categories Brain & Behavior

darts hitting a target

AI continues to surpass human performance; it’s time to reevaluate our tests

Categories Technology

Caption:MIT researchers have found that neural networks can be designed so they minimize the probability of misclassifying a data input. Credits:Image: Jose-Luis Olivares, MIT, with figures from iStock

How to design neural networks optimally suited for certain tasks

Categories Technology

An example of a gravitational lens found in the DESI Legacy Surveys data. There are four sets of lensed images in DESI-090.9854-35.9683, corresponding to four distinct background galaxies — from the outermost giant red arc to the innermost bright blue arc, arranged in four concentric circles. All of them are gravitationally warped — or lensed — by the orange galaxy at the very center.

Astrophysicists show how to “weigh” galaxy clusters with artificial intelligence

Categories Physics & Mathematics, Space, Technology

The framework developed by the researchers accelerates training of a new, larger neural network model by using the weights in the neurons of an older, smaller model as building blocks. Their machine-learning approach learns to expand the width and depth of the larger model in a data-driven way. Credits: Image: Courtesy of the researchers, edited by MIT News

Learning to grow machine-learning models

Categories Physics & Mathematics, Technology

Application of machine learning techniques to large astronomy data sets can discover thousands of cosmic objects of various classes.

Machine learning techniques identify thousands of new cosmic objects

Categories Space, Technology

MIT researchers found that massive neural network models that are similar to large language models are capable of containing smaller linear models inside their hidden layers, which the large models could train to complete a new task using simple learning algorithms. Credits:Image: Jose-Luis Olivares, MIT

How language models like ChatGPT learn new tasks from just a few examples

Categories Physics & Mathematics, Technology

Orange- and purple-capped test tubes.

Using Machine Learning to Predict Rare Diseases

Categories Health, Technology

EPFL researchers have combined low-power chip design, machine learning algorithms, and soft implantable electrodes to produce a neural interface that can identify and suppress symptoms of various neurological disorders.

Brain chip can head off Parkinson’s tremor, epileptic seizure

Categories Brain & Behavior, Technology

Scheme of a simple neural network based on dendritic tree (left) vs. a complex artificial intelligence deep learning architecture (right)

Can the brain compete with AI over the long haul?

Categories Brain & Behavior, Technology

Penn State College of Medicine researchers helped identify eight medications that may be repurposed to help people quit smoking. A team of more than 70 researchers contributed to the analysis of genetic and smoking behavior data from more than 1.3 million people. Credit: Ella Maru Studio for Penn State College of Medicine. All Rights Reserved.

Machine learning identifies drugs that could potentially help smokers quit

Categories Health, Technology

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