This book brings together leading international learning and attention researchers to provide both a comprehensive and wide-ranging overview of the current state of knowledge of this area as well as new perspectives and directions for the future.

The notion that certain mental or physical events can capture attention has been one of the most enduring topics in the study of attention owing to the importance of understanding how goal-directed and stimulus-driven processes interact in perception and cognition. Despite the clear theoretical and applied importance of attentional capture, a broad survey of this field suggests that the term "capture" means different things to different people. In some cases, it refers to covert shifts of spatial attention, in others involuntary saccades, and in still others general disruption of processing by irrelevant stimuli. The properties that elicit "capture" can also range from abruptly onset or moving lights, to discontinuities in textures, to unexpected tones, to emotionally valenced words or pictures, to directional signs and symbols. Attentional capture has been explored in both the spatial and temporal domains as well as the visual and auditory modalities. There are also a number of different theoretical perspectives on the mechanisms underlying "capture" (both functional and neurophysiological) and the level of cognitive control over capture. This special issue provides a sampling of the diversity of approaches, domains, and theoretical perspectives that currently exist in the study of attentional capture. Together, these contributions should help evaluate the degree to which attentional capture represents a unitary construct that reflects fundamental theoretical principles and mechanisms of the mind.

The process of constructing concepts underpins our capacity to encode information in an efficient and competent manner and also, ultimately, our ability to think in terms of abstract ideas such as justice, love and happiness. But what are the mechanisms which correspond to psychological categorization processes? This book unites many prominent approaches in modelling categorization. Each chapter focuses on a particular formal approach to categorization, presented by the proponent(s) or advocate(s) of that approach, and the authors consider the relation of this approach to other models and the ultimate objectives in their research programmes. The volume evaluates progress that has been made in the field and potential future developments. This is an essential companion to any scientist interested in the formal description of categorization and, more generally, in formal approaches to cognition. It will be the definitive guide to formal approaches in categorization research for years to come.

Attention: Theory and Practice provides a balance between a readable overview of attention and an emphasis on how theories and paradigms for the study of attention have developed. The book highlights the important issues and major findings while giving sufficient details of experimental studies, models, and theories so that results and conclusions are easy to follow and evaluate. Rather than brushing over tricky technical details, the authors explain them clearly, giving readers the benefit of understanding the motivation for and techniques of the experiments in order to allow readers to think through results, models, and theories for themselves. Attention is an accessible text for advanced undergraduate and graduate students in psychology, as well as an important resource for researchers and practitioners interested in gaining an overview of the field of attention.

This two volume set LNCS 5768 and LNCS 5769 constitutes the refereed proceedings of the 19th International Conference on Artificial Neural Networks, ICANN 2009, held in Limassol, Cyprus, in September 2009. The 200 revised full papers presented were carefully reviewed and selected from more than 300 submissions. The first volume is divided in topical sections on learning algorithms; computational neuroscience; hardware implementations and embedded systems; self organization; intelligent control and adaptive systems; neural and hybrid architectures; support vector machine; and recurrent neural network.

Although many professionals in psychology (including the sub-disciplines of human learning and memory, clinical practice related to psychopathology, neuroscience, educational psychology and many other areas) no longer receive training in learning and conditioning, the influence of this field remains strong. Therefore, many researchers and clinicians have little knowledge about basic learning theory and its current applications beyond their own specific research topic. The primary purpose of the present volume is to highlight ways in which basic learning principles, methodology, and phenomena underpin, and indeed guide, contemporary translational research. With contributions from a distinguished collection of internationally renowned scholars, this 23-chapter volume contains specific research issues but is also broad in scope, covering a variety of topics in which associative learning and conditioning theory apply, such as drug abuse and addiction, anxiety, fear and pain research, advertising, attribution processes, acquisition of likes and dislikes, social learning, psychoneuroimmunology, and psychopathology (e.g., autism, depression, helplessness and schizophrenia). This breadth is captured in the titles of the three major sections of the book: Applications to Clinical Pathology; Applications to Health and Addiction; Applications to Cognition, Social Interaction and Motivation. The critically important phenomena and methodology of learning and conditioning continue to have a profound influence on theory and clinical concerns related to the mechanisms of memory, cognition, education, and pathology of emotional and consummatory disorders. This volume is expected to have the unique quality of serving the interests of many researchers, educators and clinicians including, for example, neuroscientists, learning and conditioning researchers, psychopharmacologists, clinical psychopathologists, and practitioners in the medical field.

A state-of-the-art description of current psychological research in learning and memory.