Brain Computation as Hierarchical Abstraction (Computational Neuroscience Series) - Ballard, Dana H.

Brain Computation as Hierarchical Abstraction (Computational Neuroscience Series)

Dana H. Ballard

Yayınevi: MIT Press

Yayın tarihi: 05/2017

ISBN: 9780262534123

İngilizce | 456 Sayfa | 15,39x22,91x2,59 cm.

Tür: Bilgisayar / Referans

  • Temin Süresi 28 - 42 iş günü

  • ÜYE GİRİŞİ YAPIN

    temin süresi ve fiyatını size bildirelim

  • ÜYE GİRİŞİ YAPIN

    stoklarımıza girdiğinde bilgilendirelim

An argument that the complexities of brain function can be understood hierarchically, in terms of different levels of abstraction, as silicon computing is. The vast differences between the brain's neural circuitry and a computer's silicon circuitry might suggest that they have nothing in common. In fact, as Dana Ballard argues in this book, computational tools are essential for understanding brain function.

Ballard shows that the hierarchical organization of the brain has many parallels with the hierarchical organization of computing; as in silicon computing, the complexities of brain computation can be dramatically simplified when its computation is factored into different levels of abstraction. Drawing on several decades of progress in computational neuroscience, together with recent results in Bayesian and reinforcement learning methodologies, Ballard factors the brain's principal computational issues in terms of their natural place in an overall hierarchy. Each of these factors leads to a fresh perspective.

A neural level focuses on the basic forebrain functions and shows how processing demands dictate the extensive use of timing-based circuitry and an overall organization of tabular memories. An embodiment level organization works in reverse, making extensive use of multiplexing and on-demand processing to achieve fast parallel computation. An awareness level focuses on the brain's representations of emotion, attention and consciousness, showing that they can operate with great economy in the context of the neural and embodiment substrates.

Brain Computation as Hierarchical Abstraction için şu an mevcudu olmayanlar

İlgili Ürünler

Bu Türde Çok Satanlar

Kredi Kartına Taksit İmkanı
  • 3 Taksit

  • 3 Taksit

  • 3 Taksit

  • 6 Taksit

©1996-2018 Pandora Yayın ve Kitap Hizmetleri A.Ş.

Mersis No: 0721-0430-4310-0015

Tasarım : Logo Site Tasarımı