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17 articles

Using deep learning to control the unconsciousness level of patients in an anesthetic state

2020-09-25 techxplore.com 225 HealthCare DeepLearning

In recent years, researchers have been developing machine learning algorithms for an increasingly wide range of purposes. This includes algorithms that can be applied in healthcare settings, for instance helping clinicians ...
A deep learning-based method to detect cyberbullying on Twitter

2019-01-16 techxplore.com 204 cyberbullying DeepLearning MachineLearning BigData

Researchers at King Saud University, in Saudi Arabia, have developed a new approach to detect cyberbullying on Twitter using deep learning called OCDD. In contrast with other deep-learning approaches, which extract features ...
Recent advances give theoretical insight into why deep learning networ – Life Technology™

2020-07-28 techxplore.com 161 deeplearning

Deep learning systems are revolutionizing technology around us, from voice recognition that pairs you with your phone to autonomous vehicles that are increasingly able to see and recognize obstacles ahead. But much of this success involves trial and error when it comes to the deep learning networks themselves. A group
New deep learning models: Fewer neurons, more intelligence

2020-10-13 techxplore.com 97 machinelearning deeplearning

Artificial intelligence has arrived in our everyday lives—from search engines to self-driving cars. This has to do with the enormous computing power that has become available in recent years. But new results from AI research ...
Deep learning-based assessment of student engagement could aid classroom research

2021-01-28 techxplore.com 54 Deeplearning

Past research has identified student engagement, or the extent to which students participate and are involved in classroom activities, as a crucial factor determining both the quality of education programs and the academic ...
Using deep learning to localize human eyes in images

2019-11-01 techxplore.com 51 Deeplearning Machinelearning

A team of researchers at China University of Geosciences and Wuhan WXYZ Technologies in China has recently proposed a new machine learning-based technique to locate people's eyes in images of their faces. This technique, ...
Deep learning enables scientists to identify cancer cells in blood in milliseconds

2019-08-22 techxplore.com 50 deeplearning

Researchers at UCLA and NantWorks have developed an artificial intelligence-powered device that detects cancer cells in a few milliseconds—hundreds of times faster than previous methods. With that speed, the invention could ...
Kaolin: The first comprehensive library for 3-D deep learning research

2019-12-02 techxplore.com 47 DeepLearning

As most real-world environments are three-dimensional, deep learning models designed to analyze videos or complete tasks in real-world environments should ideally be trained on 3-D data. Technological tools such as robots, ...
How CERN machine-learning techniques could improve autonomous vehicles

2019-08-30 techxplore.com 32 DeepLearning MachineLearning

With about one billion proton–proton collisions per second at the Large Hadron Collider (LHC), the LHC experiments need to sift quickly through the wealth of data to choose which collisions to analyse. To cope with an even ...
New technique cuts AI training time by more than 60 percent

2019-04-08 techxplore.com 25 deeplearning

North Carolina State University researchers have developed a technique that reduces training time for deep learning networks by more than 60 percent without sacrificing accuracy, accelerating the development of new artificial ...
Advancement of artificial intelligence opens health data privacy to attack

2018-12-24 techxplore.com 25 MachineLearning DeepLearning

Advances in artificial intelligence have created new threats to the privacy of health data, a new UC Berkeley study shows.
Deep learning-based cough recognition model helps detect the location of coughing sounds in real time

2020-08-14 techxplore.com 24 Deeplearning

The Center for Noise and Vibration Control at KAIST announced that their coughing detection camera recognizes where coughing happens, visualizing the locations. The resulting cough recognition camera can track and record ...
Deep learning outperforms standard machine learning in biomedical research applications, research shows

2021-01-14 techxplore.com 22 Deeplearning

Compared to standard machine learning models, deep learning models are largely superior at discerning patterns and discriminative features in brain imaging, despite being more complex in their architecture, according to a ...
Deep learning-based surrogate models outperform simulators and could hasten scientific discoveries

2020-06-18 techxplore.com 17 Deeplearning

Surrogate models supported by neural networks can perform as well, and in some ways better, than computationally expensive simulators and could lead to new insights in complicated physics problems such as inertial confinement ...
Neural networks restore microscopic images

2020-09-25 techxplore.com 14 Deeplearning

Skoltech Ph.D. student Valeriya Pronina presented her work on microscopy image restoration at the computer vision conference ECCV 2020. For the idea behind this research, Valeriya was awarded the Ostrogradski scholarship ...
Deep learning neural network used to detect earthquakes

2018-02-16 techxplore.com 9 DeepLearning

A team of researchers with Harvard University and MIT has used neural network technology to detect earthquakes, and found it to be more accurate than current methods. The group has published a paper describing their work ...
New design advances optical neural networks that compute at the speed of light using engineered matter

2019-08-14 techxplore.com 7 deeplearning machinelearning

Diffractive deep neural network is an optical machine learning framework that uses diffractive surfaces and engineered matter to all optically perform computation. After its design and training in a computer using modern ...