Models of Neural Networks IV: Early Vision and Attention (Physics of Neural Networks)

van Hemmen, J. Leo (Editor) / Cowan, Jack D. (Editor) / Domany, Eytan (Editor)

ISBN 10: 1441928758 / ISBN 13: 9781441928757

Editore: Springer, 2012

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426 pages. 9.33x6.22x1.06 inches. In Stock.

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Dati bibliografici

• Titolo: Models of Neural Networks IV: Early Vision and Attention (Physics of Neural Networks)
• Editore: Springer
• Data di pubblicazione: 2012
• Lingua: Inglese
• ISBN 10: 1441928758
• ISBN 13: 9781441928757
• Rilegatura: Paperback
• Condizione: Brand New
• Peso: 0,64 chilogrammi

Descrizione articolo

Riassunto

With no effort we can scan a scene by directing our attention and gaze at specific objects, discerning them despite the background of other objects, contours, shadows, and changes in illumination. How all this can be done is discussed in this volume, which is devoted to early vision and attention, that is, to the first stages of visual information processing.

Contenuti

1. Neurons, Networks, and Cognition: An Introduction to Neural Modeling (J.A. Hertz) 2. The Gaze Control System (John Van Opstal) 3. Integrating Anatomy and Physiology of the Primary Visual Pathway: from LGN to Cortex (K. Funke, Z.F. Kisvárday, M. Volgushev, and F. Wörgötter) 4. Neural Principles of Preattentive Scene Segmentation: Hints from Cortical Recordings, Related Models, and Perception (R. Eckhorn) 5. Figure-Ground Segregation and Brightness Perception at Illusory Contours: A Neuronal Model (E. Peterhans, R. van der Zwan, B. Heider, F. Heitger) 6. Controlling the Focus of Visual Selective Attention (E. Niebur, L. Itti, C. Koch) 7. Activity-Gating Attentional Networks (J. Eggert, J.L. van Hemmen) 8. Timing and Counting Precision in the Blowfly Visual System (R. de Ruyter van Steveninck, W. Bialek) 9. Paradigms for Computing with Spiking Neurons (W. Maass)