Computational Developmental Psychology

"A Bradford book."An overview of the emerging discipline of computational developmental psychology, emphasizing the use of constructivist neural networks.Despite decades of scientific research, the core issues of child development remain too complex to be explained by traditional verbal theories. These issues include structure and transition, representation and processing, innate and experienti…

Computational Explorations in Cognitive Neuroscience: Understanding the Mind …

"A Bradford book."The goal of computational cognitive neuroscience is to understand how the brain embodies the mind by using biologically based computational models comprising networks of neuronlike units. This text, based on a course taught by Randall O'Reilly and Yuko Munakata over the past several years, provides an in-depth introduction to the main ideas in the field. The neural units in th…

Understanding Intelligence

Researchers now agree that intelligence always manifests itself in behavior - thus it is behavior that we must understand. An exciting new field has grown around the study of behavior-based intelligence, also known as embodied cognitive science, "new AI," and "behavior-based AI."" "Rolf Pfeifer and Christian Scheier provide a systematic introduction to this new way of thinking about intelligenc…

Productivity and Reuse in Language: A Theory of Linguistic Computation and St…

"Language allows us to express and comprehend an unbounded number of thoughts. This fundamental and much-celebrated property is made possible by a division of labor between a large inventory of stored items (e.g., affixes, words, idioms) and a computational system that productively combines these stored units on the fly to create a potentially unlimited array of new expressions. A language lear…

Conceptual Spaces: The Geometry of Thought

Within cognitive science, two approaches currently dominate the problem of modeling representations. The symbolic approach views cognition as computation involving symbolic manipulation. Connectionism, a special case of associationism, models associations using artificial neuron networks. Peter Gärdenfors offers his theory of conceptual representations as a bridge between the symbolic and conn…

Just in Time: Temporality, Aesthetic Experience, and Cognitive Neuroscience

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9780262374170

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Conversations in the Cognitive Neurosciences

Conversations in the Cognitive Neurosciences is a brief, informative yet informal guide to recent developments in the cognitive neurosciences by the scientists who are in the thick of things.

The algebraic mind :integrating connectionism and cognitive science

"A Bradford book."In The Algebraic Mind, Gary Marcus attempts to integrate two theories about how the mind works, one that says that the mind is a computer-like manipulator of symbols, and another that says that the mind is a large network of neurons working together in parallel. Resisting the conventional wisdom that says that if the mind is a large neural network it cannot simultaneously be a…

Belief's own ethics

"A Bradford book."The fundamental question of the ethics of belief is "What ought one to believe?" According to the traditional view of evidentialism, the strength of one's beliefs should be proportionate to the evidence. Conventional ways of defending and challenging evidentialism rely on the idea that what one ought to believe is a matter of what it is rational, prudent, ethical, or personall…

Attention and Performance XVII :cognitive regulation of performance, interact…

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