New system cuts the energy required for training and running neural networks
Artificial intelligence has become a focus of certain ethical concerns, but it also has some major sustainability issues.
Apr 23, 2020
1
70
Artificial intelligence has become a focus of certain ethical concerns, but it also has some major sustainability issues.
Apr 23, 2020
1
70
A new area in artificial intelligence involves using algorithms to automatically design machine-learning systems known as neural networks, which are more accurate and efficient than those developed by human engineers. But ...
Mar 21, 2019
0
961
Deep learning tools have revolutionized aerodynamic engineering for planes, cars and ships, enabling these vehicles to be more fuel efficient and structurally refined. A new computational model pushes the science of reproducing ...
Mar 5, 2024
1
55
Hundreds of robots zip back and forth across the floor of a colossal robotic warehouse, grabbing items and delivering them to human workers for packing and shipping. Such warehouses are increasingly becoming part of the supply ...
Feb 27, 2024
0
32
Neural network learning techniques stem from the dynamics of the brain. However, these two scenarios, brain learning and deep learning, are intrinsically different. One of the most prominent differences is the number of layers ...
Jan 12, 2024
0
62
The founding chair of the Biomedical Engineering Department at the University of Houston is reporting a new deep neural network architecture that provides early diagnosis of systemic sclerosis (SSc), a rare autoimmune disease ...
Apr 6, 2021
0
77
Rice University researchers have demonstrated methods for both designing innovative data-centric computing hardware and co-designing hardware with machine-learning algorithms that together can improve energy efficiency by ...
Jun 11, 2020
0
187
(Tech Xplore)—What can technology accomplish in reconstructing a face? Scientists have come up with surprising results. Yale Daily News in 2014 reported on a study about how, with a brain scan, a face is reconstructed—neuroscience ...
Recent breakthroughs in creating artificial systems that outplay humans in a diverse array of challenging games have their roots in neural networks inspired by information processing in the brain. In a Review published June ...
Jun 14, 2016
0
18
Despite their huge success, the inner workings of large language models such as OpenAI's GPT model family and Google Bard remain a mystery, even to their developers. Researchers at ETH and Google have uncovered a potential ...
Jul 18, 2023
0
40