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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 8 of 8 1 Seeing What You’re Told: Sentence-Guided Activity Recognition In Video Siddharth, Narayanaswamy; Barbu, Andrei; Siskind, Jeffrey Mark. - : Center for Brains, Minds and Machines (CBMM), arXiv, 2014 BASE Show details 2 The Compositional Nature of Event Representations in the Human Brain Barbu, Andrei; Narayanaswamy, Siddharth; Xiong, Caiming. - : Center for Brains, Minds and Machines (CBMM), arXiv, 2014 BASE Show details 3 Video In Sentences Out ... Barbu, Andrei; Bridge, Alexander; Burchill, Zachary. - : arXiv, 2014 BASE Show details 4 Saying What You're Looking For: Linguistics Meets Video Search ... Barbu, Andrei; Siddharth, N.; Siskind, Jeffrey Mark. - : arXiv, 2013 BASE Show details 5 Seeing What You're Told: Sentence-Guided Activity Recognition In Video ... Siddharth, N.; Barbu, Andrei; Siskind, Jeffrey Mark. - : arXiv, 2013 BASE Show details 6 The Compositional Nature of Verb and Argument Representations in the Human Brain ... Barbu, Andrei; Siddharth, N.; Xiong, Caiming. - : arXiv, 2013 BASE Show details 7 The Compositional Nature of Verb and Argument Representations in the Human Brain Barbu, Andrei; Siddharth, N.; Xiong, Caiming; Corso, Jason J.; Fellbaum, Christiane D.; Hanson, Catherine; Hanson, Stephen Jose; Helie, Sebastien; Malaia, Evguenia; Pearlmutter, Barak A.; Siskind, Jeffrey Mark; Talavage, Thomas Michael; Wilbur, Ronnie B.. - : arXiv, 2013 Abstract: 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 representations based only on their fMRI activation patterns. As a precursor to this result, we had demonstrated that we could reliably and with high probability decode action labels corresponding to one of six action videos (dig, walk, etc.), again while subjects viewed the action sequence during scanning (fMRI). This result was replicated at two different brain imaging sites with common protocols but different subjects, showing common brain areas, including areas known for episodic memory (PHG, MTL, high level visual pathways, etc., i.e., the ‘what’ and ‘where’ systems, and TPJ, i.e., ‘theory of mind’). Given these results, we were also able to successfully show a key aspect of language compositionality based on simultaneous decoding of object class and actor identity. Finally, combining these novel steps in ‘brain reading’ allowed us to accurately estimate brain representations supporting compositional decoding of a complex event composed of an actor, a verb, a direction, and an object. URL: http://mural.maynoothuniversity.ie/6557/1/BP-2013compositionality.pdf http://mural.maynoothuniversity.ie/6557/ BASE Hide details 8 Video In Sentences Out ... Barbu, Andrei; Bridge, Alexander; Burchill, Zachary. - : arXiv, 2012 BASE Show details

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