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Joint Models of Neural and Behavioral Data, Brandon M. Turner; Birte U. Forstmann; Mark Steyve


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Автор: Brandon M. Turner; Birte U. Forstmann; Mark Steyve
Название:  Joint Models of Neural and Behavioral Data
ISBN: 9783030036874
Издательство: Springer
Классификация:




ISBN-10: 3030036871
Обложка/Формат: Hardcover
Страницы: 109
Вес: 0.39 кг.
Дата издания: 2019
Серия: Computational Approaches to Cognition and Perception
Язык: English
Издание: 1st ed. 2019
Иллюстрации: 23 tables, color; 25 illustrations, color; 4 illustrations, black and white; xiii, 109 p. 29 illus., 25 illus. in color.
Размер: 239 x 229 x 10
Читательская аудитория: Professional & vocational
Основная тема: Psychology
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book presents a flexible Bayesian framework for combining neural and cognitive models. Traditionally, studies in cognition and cognitive sciences have been done by either observing behavior (e.g., response times, percentage correct, etc.) or by observing neural activity (e.g., the BOLD response). These two types of observations have traditionally supported two separate lines of study, which are led by two different cognitive modelers. Joining neuroimaging and computational modeling in a single hierarchical framework allows the neural data to influence the parameters of the cognitive model and allows behavioral data to constrain the neural model. This Bayesian approach can be used to reveal interactions between behavioral and neural parameters, and ultimately, between neural activity and cognitive mechanisms. Chapters demonstrate the utility of this Bayesian model with a variety of applications, and feature a tutorial chapter where the methods can be applied to an example problem. The book also discusses other joint modeling approaches and future directions.Joint Models of Neural and Behavioral Data will be of interest to advanced graduate students and postdoctoral candidates in an academic setting as well as researchers in the fields of cognitive psychology and neuroscience.
Дополнительное описание: Chapter 1. Motivation.- Chapter 2. A Tutorial on Joint Modeling.- Chapter 3. Assessing Model Performance with Generalization Tests.- Chapter 4. Applications.- Chapter 5. Future Directions.- Chapter 6. Other Approaches.



Data-Driven Computational Neuroscience: Machine Learning and Statistical Models

Автор: Concha Bielza, Pedro Larranaga
Название: Data-Driven Computational Neuroscience: Machine Learning and Statistical Models
ISBN: 110849370X ISBN-13(EAN): 9781108493703
Издательство: Cambridge Academ
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Цена: 12830.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Data-driven computational neuroscience facilitates the transformation of data into insights into the structure and functions of the brain. This modern treatment of real world cases offers neuroscience researchers and graduate students a comprehensive, in-depth guide to statistical and machine learning methods.

Neural network models of conditioning and action

Название: Neural network models of conditioning and action
ISBN: 1138192120 ISBN-13(EAN): 9781138192126
Издательство: Taylor&Francis
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Цена: 5817.00 р.
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Описание: First published in 1991, this title presents some of the interdisciplinary developments of the time that clarify how animals and people learn to behave adaptively in a rapidly changing environment. All the articles either develop neural network models or provide biological constraints for guiding and testing their design.

Cognitive Behavioral Therapy: 3 Manuscripts - Cognitive Behavioral Therapy Definitive Guide, Cognitive Behavioral Therapy Mastery, Cognitive ... Beh

Автор: James Ryan
Название: Cognitive Behavioral Therapy: 3 Manuscripts - Cognitive Behavioral Therapy Definitive Guide, Cognitive Behavioral Therapy Mastery, Cognitive ... Beh
ISBN: 1951030249 ISBN-13(EAN): 9781951030247
Издательство: Неизвестно
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Цена: 3861.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Within this book bundle, you will find three books on Cognitive Behavioral Therapy to retrain your brain, so you can learn to look at life with an entirely different perspective. There will be no more need to hide your feelings or escape your negative thoughts. Instead, you`ll learn how to embrace your feelings to create a brighter tomorrow.

Cognitive Behavioral Therapy: 21 Most Effective Tips and Tricks on Retraining Your Brain, and Overcoming Depression, Anxiety and Phobias (Cognitive

Автор: James Ryan
Название: Cognitive Behavioral Therapy: 21 Most Effective Tips and Tricks on Retraining Your Brain, and Overcoming Depression, Anxiety and Phobias (Cognitive
ISBN: 1951030257 ISBN-13(EAN): 9781951030254
Издательство: Неизвестно
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Цена: 2757.00 р.
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Описание: In this book, we will provide you with everything you need to know about Cognitive Behavioral Therapy as well as the reasons why it`s being considered one of the most effective treatments for certain emotional disorders. We`ll go through the basics and essentials that beginners have to understand before they start their treatments.

Multistep Cognitive Behavioral Therapy for Eating Disorders

Автор: Dalle Grave Riccardo
Название: Multistep Cognitive Behavioral Therapy for Eating Disorders
ISBN: 0765709279 ISBN-13(EAN): 9780765709271
Издательство: Неизвестно
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Цена: 31496.00 р.
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Описание: At a time when the `social` analysis of music is receiving unprecedented attention, this important new book demonstrates ways in which sociological ideas can make a distinct contribution to understanding music. In doing so, it also highlights the contrasts between a sociological perspective and those emanating from cultural studies and musicology. -- .


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