A machine that learns to learn
Feb 2, 2023
A neural network that can learn its own learning algorithm opens the door to self-improving artificial intelligence.
Feb 2, 2023
A neural network that can learn its own learning algorithm opens the door to self-improving artificial intelligence.
Nov 24, 2022
An inexpensive piece of hardware integrated with solar panel controllers can protect isolated power networks from cyberattacks.
Nov 14, 2022
Advanced electronic components based on spintronic concepts could add additional protection to smart devices.
Nov 1, 2022
Smart windows that can polarize sunlight could offer a low energy alternative to Wi-Fi.
Jul 28, 2022
A combination of efficient math and parallel computation accelerates the modeling of viscous liquid flow.
May 31, 2022
Teaching AI to capture the full spectrum of human emotions when annotating artwork.
May 26, 2022
An online tool reveals the extent of gene-restructuring events in noncoding sequences.
May 24, 2022
Tool reveals hidden features on chest scan images.
Feb 10, 2022
Detection methods that identify the weaknesses in smart power grids will prevent cyberattacks from disrupting supply to critical infrastructure.
Aug 25, 2021
A simple camera system paired with a sophisticated image-processing algorithm can achieve faster and more accurate reconstructions of particle flow.
Aug 23, 2021
An eight-fold speed up of deep machine learning can be achieved by skipping the transmission of zero values.
Aug 9, 2021
Computational models capture the capricious behavior of forest fires.
Aug 1, 2021
Predicting wireless traffic using artificial intelligence could improve the reliability of future wireless communications.
Jul 11, 2021
Machine learning accelerates the search for promising Moon sites for energy and mineral resources.
Jun 23, 2021
Electrical and computer engineers take on complex modeling questions that can further our understanding of virus spread in small spaces.
Apr 12, 2021
Optimizing network communication accelerates training in large-scale machine-learning models.
Feb 15, 2021
A focus on the fundamental physics of cloud formation leads to highly realistic simulations of different types of clouds.
Jan 15, 2021
Some organisms evolve an internal switch that can remain hidden for generations until stress flicks it on.
Jan 10, 2021
Computer models efficiently and accurately simulate the magnetic responses of ferrofluids by considering only the fluid’s surface.
Nov 5, 2020
Microscope and protein data are incorporated into an easy-to-use-and-update tool that can model an organism’s 3D appearance.
Jun 10, 2020
Scuba divers could send sea life shots in real time using an aquatic internet service.
May 31, 2020
By training a search agent to make smarter exploratory decisions, relational data can be classified more accurately and efficiently.
Apr 17, 2020
A layer-based approach raises the efficiency of training artificial intelligence models.
Mar 10, 2020
Machine learning tasks using very large data sets can be sped up significantly by estimating the kernel function that best describes the data.
Feb 7, 2020
For a communications revolution, 6G development needs more human-centric research.
Jan 20, 2020
Prediction method could help personalize cancer treatments and reveal new drug targets.
Jan 14, 2020
The psychology of human creativity helps artificial intelligence imagine the unseen.
Nov 24, 2019
New methods for training machine learning models are quicker and more accurate than current approaches, previously considered state-of-the-art.
Oct 30, 2019
A deep learning tool could help in structure-based drug discovery.
Oct 20, 2019
Bridging the knowledge gap in artificial intelligence requires an embedding function that helps step between different types of "thinking."
Oct 15, 2019
Deep analysis of the way information is shared among parallel computations increases efficiency to accelerate machine learning at scale.
Sep 11, 2019
Linking disease pathogens to clinical signs and symptoms through a database could support research into the molecular mechanisms of infectious diseases.
Sep 1, 2019
A deep learning model improves the ability to identify genes potentially involved in disease.
Aug 4, 2019
A communications concept could pinpoint a person infected with a deadly, contagious virus in the middle of a crowded airport.
Jul 14, 2019
Computer simulation accurately captures the beguiling motion of a liquid magnetic material.
Jul 3, 2019
Gossip is an efficient way to share information across large networks and has unexpected applications in solving other mathematical and machine-learning problems.
Jun 23, 2019
A universal query engine for big data that works across computing platforms could accelerate analytics research.
Feb 17, 2019
Computer model learns to identify Twitter users’ evolving interests by analyzing their Tweets.
Oct 24, 2018
A window opens for analyzing the distribution of small molecules in biological and medical tissue samples.
Oct 14, 2018
Xin Gao’s research is building bridges between computer science and biology.
Jul 1, 2018
A novel imaging method makes it possible to capture object deformation in three dimensions over time with unprecedented accuracy.
May 6, 2018
An optical communication system could revolutionize underwater exploration and discovery.
Oct 22, 2017
A new computational framework marries ideas from computer graphics with civil engineering to reduce times and costs of constructing frame-based structures.
Apr 29, 2017
A new tool uses genetic and clinical information to find the root cause of unexplained illnesses.
Mar 25, 2017
A repository of metabolic information provides a quick reference tool for designing useful synthetic biological systems.
Dec 27, 2016
A new data-mining strategy that offers unprecedented pattern search speed could glean new insights from massive datasets.
Aug 27, 2016
New software generates three-dimensional models of buildings, with applications for disaster relief support.
Aug 6, 2016
A sketch-based query for searching for relationships among objects in images could enhance the power and utility of image search tools.
Jul 16, 2016
Metabolic route explorer helps to optimize the pathways for artificial biosynthesis of valuable products.
Jun 25, 2016
Existing systems for predicting protein structure are outperformed by a newly developed method.
Jun 4, 2016
Automated learning of an individual’s movement patterns shared over mobile and social networks could help us to connect better.
Feb 20, 2016
A new mathematical model explains how random factors affect the production of proteins within the cells.
Sep 19, 2015
Functions of interacting molecular complexes are uncovered through a novel method of aligning the interaction interface of each complex.
Aug 22, 2015
Performance analysis reveals how different resource allocation schemes may impact the energy efficiency of a cognitive radio system.
Jul 25, 2015
Specialized word search method sheds light on phenotypic similarity of diseases.
Jun 13, 2015
An improved peak fitting procedure enables a better determination of protein structures.
May 30, 2015
An algorithm that maximizes the difference between data categories achieves high accuracy in classifying faces.