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The Autonomous Brain: A Neural Theory of Attention and Learning
 
 

The Autonomous Brain: A Neural Theory of Attention and Learning [Hardcover]

Peter M. Milner (Author)
4.0 out of 5 stars  See all reviews (1 customer review)


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Book Description

July 1, 1999 0805832114 978-0805832112 1
The behaviorist credo that animals are devices for translating sensory input into appropriate responses dies hard. The thesis of this pathbreaking book is that the brain is innately constructed to initiate behaviors likely to promote the survival of the species, and to sensitize sensory systems to stimuli required for those behaviors. Animals attend innately to vital stimuli (reinforcers) and the more advanced animals learn to attend to related stimuli as well. Thus, the centrifugal attentional components of sensory systems are as important for learned behavior as the more conventional paths. It is hypothesized that the basal ganglia are an important source of response plans and attentional signals.

This reversal of traditional learning theory, along with the rapid expansion of knowledge about the brain, especially that acquired by improved techniques for recording neural activity in behaving animals and people, makes it possible to re-examine some long standing psychological problems. One such problem is how the intention to perform an act selects sensory input from relevant objects and ensures that it alone is delivered to the motor system to control the intended response. This is an aspect of what is sometimes known as the binding problem: how the different features of an observed object are integrated into a unified percept. Another problem that has never been satisfactorily addressed is how the brain stores information concerning temporal order, a requirement for the production of most learned responses, including pronouncing and writing words.

A fundamental process, the association between brain activities representing external events, is surprisingly poorly understood at the neural level. Most concepts have multiple associations but the concept is not unduly corrupted by them, and usually only a single appropriate association is aroused at a time. Furthermore, any arbitrary pair of concepts can be instantly associated, apparently requiring an impossibly high degree of neural interconnection. The author suggests a substitute for the reverberating closed neuronal loop as an explanation for the engram (active memory trace or working memory), which may go some way to resolving these difficulties.

Shedding new light on enduring questions, The Autonomous Brain will be welcomed by a broad audience of behavioral and brain scientists.

Editorial Reviews

Review

It is fifty years since the publication of Hebb's Organization of Behavior, yet a modern perspective on this seminal work has been lacking, until now. Peter Milner's The Autonomous Brain fills the void admirably. In an era of the Nature/Science published article ideal, integration is often sacrificed. Milner, originally an engineer and Hebb's colleague at McGill University for many years, ingeniously provides us with this integration by pulling together current cognitive neuroscience, his own discoveries on the reinforcement system, and neural network analysis. He gives us a readable, approachable, articulate and integrated statement of the brain substrates of motivation and memory, closely linked with Hebb's cell assembly theory but in a modern, turn-of-this-century perspective.
Aryeh Routtenberg
Northwestern University

This is a wonderful and valuable book: original, provocative, ambitious, and grand in scope. Its goal is to provide a neuropsychological account of behavior from intention to action--and it succeeds. En route to this goal, Peter Milner draws on recent developments in neuroscience to address enduring questions in psychology with a thoughtfulness and historical perspective that comes from grappling with the questions for a lifetime. No one does this better than Peter Milner. Consequently, the book can be read not only as a treatise on the integration of neural systems in the service of goal-directed behavior, but also as an insightful survey of the major areas of neuropsychology. Short and accessible, it is ideal for a seminar class and highly recommended for anyone with a broad interest in cognitive and behavioral neuroscience.
Morris Moscovitch
University of Toronto


Product Details

  • Hardcover: 168 pages
  • Publisher: Psychology Press; 1 edition (July 1, 1999)
  • Language: English
  • ISBN-10: 0805832114
  • ISBN-13: 978-0805832112
  • Product Dimensions: 9.2 x 6.6 x 0.7 inches
  • Shipping Weight: 11.2 ounces
  • Average Customer Review: 4.0 out of 5 stars  See all reviews (1 customer review)
  • Amazon Best Sellers Rank: #3,362,608 in Books (See Top 100 in Books)

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8 of 10 people found the following review helpful:
4.0 out of 5 stars Still Seeking the Engram: A Review of The Autonomous Brain, April 12, 2000
By 
Anthony R. Dickinson (WashU Med School, USA) - See all my reviews
(REAL NAME)   
This review is from: The Autonomous Brain: A Neural Theory of Attention and Learning (Hardcover)
In his new volume, Milner supports a behavior-based approach to the understanding of brain function. In so doing, he criticizes (rightly in my view) the classical learning theorists whose interpretations dominated much of the last century and is openly antagonistic towards static, mechanistic explanations of behavioral autonomy. Right from the outset of this monograph, Milner appears to favour a more active, dynamic systems stance, although neither as succinctly as the `ontology of order' of McGonigle & Chalmers (1996) nor as explicitly as seen in the `situated emergence' of Hendriks-Jansen (1996). For example, Milner asks for the study of emulations rather than simulations of behavior by roboticists, but I am left unconvinced as to how he views the results of such studies would specifically help to explain the evolution of the mammalian nervous system (who's autonomy I take the title to refer, cf McGonigle, 1991). Milner's thesis does, however, distinguish itself by providing not merely a reinterpretation of the `educated salivations of a Russian dog', but in putting forward a model in which perception is strongly influenced by what an animal is planning to do. Indeed this is Milner's closest approach to his explicitly discussing any form of `situated cognition' as might otherwise be important in understanding ontogenetic, as opposed to phylogenetic, growth and development (Dickinson, 1997). One recurrent criticism of this volume, at least for me, was that although the natural history of any given species was regarded as critical for understanding its particular behavioral competences, there is no extension of this argument to include the importance of an individual's `history of task success' in explaining behavioral change throughout its own life-history. Such a take-home message is possibly implicit from the discourse as the chapters continue, but given that the word `autonomous' is in the title, one might expect to find this a more guiding thread with regards the proposed move away from the reflexive, stimulus-response interpretations of the behaviorists.
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Inside This Book (learn more)
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
soft synapses, engram activity, engram neurons, goal selector, attentional facilitation, trace neurons, learning synapses, output nuclei, stimulus equivalence, acquire associations, permanent amnesia, subthalamic nuclei, sensory path, innate connections, amnesic patients, cortical input, rewarding stimuli
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Van Essen, Van Hoesen
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Front Cover | Table of Contents | First Pages | Index | Surprise Me!
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