ICANN '94
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  • Broschiertes Buch

From its early beginnings in the fifties and sixties the field of neural networks has been steadily growing. The first wave was driven by a handful of pioneers who first discovered analogies between machines and biological systems in communication, control and computing. Technological constraints held back research considerably, but gradually computers have become less expensive and more accessible and software tools inceasingly more powerful. Mathematical techniques, developed by computer-aware people, have steadily accumulated and the second wave has begun. Researchers from such diverse…mehr

Produktbeschreibung
From its early beginnings in the fifties and sixties the field of neural networks has been steadily growing. The first wave was driven by a handful of pioneers who first discovered analogies between machines and biological systems in communication, control and computing. Technological constraints held back research considerably, but gradually computers have become less expensive and more accessible and software tools inceasingly more powerful. Mathematical techniques, developed by computer-aware people, have steadily accumulated and the second wave has begun. Researchers from such diverse areas as psychology, mathematics, physics, neuroscience and engineering now work together in the neural networking field.
  • Produktdetails
  • Verlag: Springer / Springer, Berlin
  • Artikelnr. des Verlages: 978-3-540-19887-1
  • 1st Edition.
  • Seitenzahl: 820
  • Erscheinungstermin: 20. Mai 1994
  • Englisch
  • Abmessung: 235mm x 155mm x 43mm
  • Gewicht: 1216g
  • ISBN-13: 9783540198871
  • ISBN-10: 3540198873
  • Artikelnr.: 25140177
Autorenporträt
One of the aims of the ICANN '94 conference was to foster the growth of interdisciplinary communication by bringing together researchers from different scientific areas. The volume provides a complete overview of the state of the art in 1994 as well as pointing towards a future in which neural networks are as pervasive as microcomputers are now.
Inhaltsangabe
'Contents, Volume 1.- 1 - Neurobiology.- Why bright Kanizsa squares look closer: consistency of segmentations and surfaces in 3-D vision.- Spatial pooling and perceptual framing by synchronizing cortical dynamics.- Vertebrate retina: sub-sampling and aliasing effects can explain colour-opponent and colour constancy phenomena.- RETINA: a model of visual information processing in the retinal neural network.- The influence of the inhomogeneous dendritic field size of the retinal ganglion cells on the fixation.- Top-down interference in visual perception.- Dynamic vision system: modeling the prey recognition of common toads Bufo bufo.- Emergence of long range order in maps of orientation preference.- Oriented ocular dominance bands in the self-organizing feature map.- How to use non-visual information for optic flow processing in monkey visual cortical area MSTd.- A learning rule for self-organization of the velocity selectivity of directionally selective cells.- Motion analysis with