Computer Sciences
When the human brain learns something new, it adapts. But when artificial intelligence learns something new, it tends to forget information it already learned.
Feb 3, 2022
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1007
Electronics & Semiconductors
Using a biosensor to detect cystic fibrosis as the test case, TU/e researchers have devised an innovative way to train neuromorphic chips as presented in a new paper in Nature Electronics.
Sep 15, 2023
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142
Computer Sciences
Reservoir computing is a promising computational framework based on recurrent neural networks (RNNs), which essentially maps input data onto a high-dimensional computational space, keeping some parameters of artificial neural ...
Computer Sciences
Computer vision models known as convolutional neural networks can be trained to recognize objects nearly as accurately as humans do. However, these models have one significant flaw: Very small changes to an image, which would ...
Dec 3, 2020
2
142
Computer Sciences
(Tech Xplore)—In its inception, the field of Artificial Intelligence (AI) sought to create computers with general intelligence analogous to our own. This proved to be too challenging and elusive, thereby leading AI research ...
Computer Sciences
Generative adversarial networks (GANs), a class of machine learning frameworks that can generate new texts, images, videos, and voice recordings, have been found to be highly valuable for tackling numerous real-world problems. ...
Electronics & Semiconductors
Supercomputers are extremely fast, but also use a lot of power. Neuromorphic computing, which takes our brain as a model to build fast and energy-efficient computers, can offer a viable and much-needed alternative. The technology ...
Apr 12, 2022
0
280
Computer Sciences
Deep neural networks have achieved highly promising results on several tasks, including image and text classification. Nonetheless, many of these computational methods are prone to what is known as catastrophic forgetting, ...
Internet
Wide Area Networks (WANs), the global backbones and workhorses of today's internet that connect billions of computers over continents and oceans, are the foundation of modern online services. As COVID-19 has placed a vital ...
Aug 30, 2021
0
339
Computer Sciences
MIT researchers have developed a model that recovers valuable data lost from images and video that have been "collapsed" into lower dimensions.
Oct 16, 2019
0
95
