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pro vyhledávání: '"Hanson, Stephen José"'
Deep Learning (DL) , a variant of the neural network algorithms originally proposed in the 1980s, has made surprising progress in Artificial Intelligence (AI), ranging from language translation, protein folding, autonomous cars, and more recently hum
Externí odkaz:
http://arxiv.org/abs/2307.10991
Publikováno v:
In NeuroImage September 2023 278
Multi-layer neural networks have lead to remarkable performance on many kinds of benchmark tasks in text, speech and image processing. Nonlinear parameter estimation in hierarchical models is known to be subject to overfitting and misspecification. O
Externí odkaz:
http://arxiv.org/abs/1808.03578
Akademický článek
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Autor:
Barbu, Andrei, Siddharth, N., Xiong, Caiming, Corso, Jason J., Fellbaum, Christiane D., Hanson, Catherine, Hanson, Stephen José, Hélie, Sébastien, Malaia, Evguenia, Pearlmutter, Barak A., Siskind, Jeffrey Mark, Talavage, Thomas Michael, Wilbur, Ronnie B.
How does the human brain represent simple compositions of constituents: actors, verbs, objects, directions, and locations? Subjects viewed videos during neuroimaging (fMRI) sessions from which sentential descriptions of those videos were identified b
Externí odkaz:
http://arxiv.org/abs/1505.06670
Existing methods in the semantic computer vision community seem unable to deal with the explosion and richness of modern, open-source and social video content. Although sophisticated methods such as object detection or bag-of-words models have been w
Externí odkaz:
http://arxiv.org/abs/1311.3318
Autor:
Halchenko, Yaroslav O., Hanke, Michael, Haxby, James V., Hanson, Stephen Jose, Herrmann, Christoph S.
Localizing neuronal activity in the brain, both in time and in space, is a central challenge to advance the understanding of brain function. Because of the inability of any single neuroimaging techniques to cover all aspects at once, there is a growi
Externí odkaz:
http://arxiv.org/abs/1307.2150
Autor:
Barbu, Andrei, Siddharth, N., Xiong, Caiming, Corso, Jason J., Fellbaum, Christiane D., Hanson, Catherine, Hanson, Stephen José, Hélie, Sébastien, Malaia, Evguenia, Pearlmutter, Barak A., Siskind, Jeffrey Mark, Talavage, Thomas Michael, Wilbur, Ronnie B.
How does the human brain represent simple compositions of objects, actors,and actions? We had subjects view action sequence videos during neuroimaging (fMRI) sessions and identified lexical descriptions of those videos by decoding (SVM) the brain rep
Externí odkaz:
http://arxiv.org/abs/1306.2293
Autor:
Hanson, Stephen Jose, Bauer, Malcolm
This paper describes a machine induction program (WITT) that attempts to model human categorization. Properties of categories to which human subjects are sensitive includes best or prototypical members, relative contrasts between putative categories,
Externí odkaz:
http://arxiv.org/abs/1304.3432
Publikováno v:
Frontiers in Human Neuroscience. 17