My IBM Research AI team and I recently completed the first formal theoretical study of the convergence rate and communications complexity associated with a decentralized distributed approach in a deep learning training setting. ...
Computer Sciences
Dec 12, 2017
0
44
Every few years, changes in how the ocean and atmosphere interact along the West Coast—stretching from southern California to Peru and reaching across the Pacific almost to Fiji and the Solomon Islands—determine climate ...
Environment
May 22, 2023
1
59
A discovery at University of Limerick in Ireland has revealed for the first time that unconventional brain-like computing at the tiniest scale of atoms and molecules is possible.
Nanophysics
Nov 21, 2022
0
157
It's harder than you might think to look at a microscope image of an untreated cell and identify its features. To make cell characteristics visible to the human eye, scientists normally have to use chemicals that can kill ...
Cell & Microbiology
Apr 12, 2018
3
272
Over the last century, scientists have developed methods to map the structures within the Earth's crust, in order to identify resources such as oil reserves, geothermal sources, and, more recently, reservoirs where excess ...
Earth Sciences
Mar 2, 2020
1
168
Chesapeake Conservancy's data science team developed an artificial intelligence deep learning model for mapping wetlands, which resulted in 94% accuracy. Supported by EPRI, an independent, non-profit energy research and development ...
Earth Sciences
Jan 10, 2023
0
627
Gossip is an efficient way to share information across large networks and has unexpected applications in solving other mathematical and machine-learning problems.
Machine learning & AI
Jul 8, 2019
0
0
Using the highest resolution satellite imagery currently available—Worldview 3—from Maxar Technologies and deep learning, (TensorFlow API, Google Brain) researchers at the University of Oxford Wildlife Conservation Research ...
Plants & Animals
Dec 24, 2020
0
435
With all the frantic deal-making and head-spinning gadgets at the world's top IT fair, it is perhaps no surprise that a chair promising the benefit of two hours sleep in 20 minutes drew big queues.
Hi Tech & Innovation
Mar 7, 2012
0
0
Using artificial neural networks designed to emulate the inner workings of the human brain, deep-learning algorithms deftly peruse and analyze large quantities of data. Applying this technique to science problems can help ...
Molecular & Computational biology
Mar 28, 2019
0
405
