deep neural networks Archives - Innovation Toronto

Solved: A major long-standing obstacle to increasing AI capabilities has been “catastrophic forgetting”

Training deep neural networks using 10 times less energy

Green AI can open the door enabling researchers with a laptop or limited computational resources to explore AI innovations Read more

Drones acquire the ability for a much smoother landing thanks to new AI called Neural Lander

New system employs a deep neural network to overcome the challenge of ground-effect turbulence Landing multi-rotor drones smoothly is difficult. Complex turbulence is created by th... Read more

Boosting memory of AI systems to better learn new tasks while forgetting less of what was learned in previous tasks

A project of the U.S. Army has developed a new framework for deep neural networks that allows artificial intelligence systems to better learn new tasks while forgetting less of wha... Read more

A new framework for deep neural networks improves continual learning for artificial intelligence

Researchers have developed a new framework for deep neural networks that allows artificial intelligence (AI) systems to better learn new tasks while “forgetting” less of what they... Read more

Deep neural networks could detect magnetic field anomalies for faster warnings before earthquakes and tsunamis

Researchers from Tokyo Metropolitan University have applied machine-learning techniques to achieve fast, accurate estimates of local geomagnetic fields using data taken at multiple... Read more

Using artificial intelligence to identify, count and describe animals in the wild

A new paper in the Proceedings of the National Academy of Sciences (PNAS) reports how a cutting-edge artificial intelligence technique called deep learning can automatically identi... Read more

Automating the targeting of clinical radiation therapy using artificial intelligence and deep neural networks

MD Anderson researchers use supercomputers at the Texas Advanced Computing Center to develop, test treatment target identification tool for head and neck cancers Before performing... Read more

Facial recognition in the dark using artificial intelligence and machine learning

Army researchers have developed an artificial intelligence and machine learning technique that produces a visible face image from a thermal image of a person’s face captured... Read more

Retrosynthesis in organic chemistry to benefit from a combination of deep neural networks, machine learning and artificial intelligence

Machine learning enables syntheses to be planned with unprecedented efficiency In 1996, when a computer won a match against the then reigning world chess champion Garry Kasparov, i... Read more