Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience

Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience
Author: Matej Kohár
Publisher:
Total Pages: 0
Release: 2023
Genre:
ISBN: 9783031267475

In this book, Matej Kohar demonstrates how the new mechanistic account of explanation can be used to support a non-representationalist view of explanations in cognitive neuroscience, and therefore can bring new conceptual tools to the non-representationalist arsenal. Kohar focuses on the explanatory relevance of representational content in constitutive mechanistic explanations typical in cognitive neuroscience. The work significantly contributes to two areas of literature: 1) the debate between representationalism and non-representationalism, and 2) the literature on mechanistic explanation. Kohar begins with an introduction to the mechanistic theory of explanation, focusing on the analysis of mechanistic constitution as the basis of explanatory relevance in constitutive mechanistic explanation. He argues that any viable analysis of representational contents implies that content is not constitutively relevant to cognitive phenomena. The author also addresses objections against his argument and concludes with an examination of the consequences of his account for both traditional cognitive neuroscience and non-representationalist alternatives. This book is of interest to readers in philosophy of mind, cognitive science and neuroscience.

Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience

Neural Machines: A Defense of Non-Representationalism in Cognitive Neuroscience
Author: Matej Kohár
Publisher: Springer Nature
Total Pages: 199
Release: 2023-03-09
Genre: Philosophy
ISBN: 303126746X

In this book, Matej Kohar demonstrates how the new mechanistic account of explanation can be used to support a non-representationalist view of explanations in cognitive neuroscience, and therefore can bring new conceptual tools to the non-representationalist arsenal. Kohar focuses on the explanatory relevance of representational content in constitutive mechanistic explanations typical in cognitive neuroscience. The work significantly contributes to two areas of literature: 1) the debate between representationalism and non-representationalism, and 2) the literature on mechanistic explanation. Kohar begins with an introduction to the mechanistic theory of explanation, focusing on the analysis of mechanistic constitution as the basis of explanatory relevance in constitutive mechanistic explanation. He argues that any viable analysis of representational contents implies that content is not constitutively relevant to cognitive phenomena. The author also addresses objections against his argument and concludes with an examination of the consequences of his account for both traditional cognitive neuroscience and non-representationalist alternatives. This book is of interest to readers in philosophy of mind, cognitive science and neuroscience.

Neuroscience Without Representations

Neuroscience Without Representations
Author: Óscar Vilarroya
Publisher: Elsevier
Total Pages: 194
Release: 2024-06-14
Genre: Psychology
ISBN: 0443191735

Neuroscience Without Representations: Building a Brain-in-a-World View describes a non-representational characterization of the brain that also provides an accounting on how humans can rely on symbolic systems and its conditions of application to deal with the representational requirements of human knowledge. Applying an evolutionary perspective to cognition, as well as assuming certain tenets from what is known as “4E cognition (embodied, embedded, extended, and enactive cognition theories), this volume presents arguments to support a non-representational view of the brain while also outlining how non-representational brains can nevertheless be representationally knowledgeable. As both views in isolation have limitations, Dr. Vilarroya takes these ideas in a combined approach that is supported upon detailed analyses of compelling recent studies. Further, this presents a detailed guide on how to implement the alternative notion of neural representation in a research plan. Readers will gain a better understanding of the centrality of the notion of representation in neuroscientific theories and what it means for a brain to represent something, what makes a neural activity a representation, and what is represented. Presents original arguments to support a non-representational view of the brain and outlines how non-representational brains can also be representationally knowledgeable Describes the basics of an alternative to the notion of neural representation Details the reasons underlying the unsuitability of notion of neural representation to address the brain as a cognitive organ Offers detailed analyses of relevant studies from a variety of fields, including cognitive neuroscience, evolutionary biology, behavioral sciences and biological anthropology Provides details to help guide design, implementation and interpretation of empirical studies in this field

Artificial Minds

Artificial Minds
Author: Stan Franklin
Publisher: MIT Press
Total Pages: 468
Release: 1997
Genre: Computers
ISBN: 9780262561099

Stan Franklin is the perfect tour guide through the contemporary interdisciplinary matrix of artificial intelligence, cognitive science, cognitive neuroscience, artificial neural networks, artificial life, and robotics that is producing a new paradigm of mind. Along the way, Franklin makes the case for a perspective that rejects a rigid distinction between mind and non-mind in favor of a continuum from less to more mind.

Neurotechnology in National Security and Defense

Neurotechnology in National Security and Defense
Author: James Giordano
Publisher: CRC Press
Total Pages: 320
Release: 2014-09-25
Genre: Medical
ISBN: 1482228335

Neurotechnology in National Security and Defense: Practical Considerations, Neuroethical Concerns is the second volume in the Advances in Neurotechnology series. It specifically addresses the neuroethical, legal, and social issues arising from the use of neurotechnology in national security and defense agendas and applications. Of particular concern are the use of various neurotechnologies in military and intelligence operations training, acquisition of neurobiological and cognitive data for intelligence and security, military medical operations, warfighter performance augmentation, and weaponization of neuroscience and neurotechnology. The contributors discuss the neuroethical questions and problems that these applications generate as well as potential solutions that may be required and developed. The book examines how developments in neurotechnology in national security and defense agendas are impacted by and affect ethical values and constructs, legal considerations, and overall conduct of the social sphere. Presenting an integrative perspective, leading international experts lay the scientific groundwork and establish the premises necessary to appreciate the ethical aspects of neurotechnology in national security and defense. It is not a question of "if" neurotechnology will be used in such ways, but when, how, and to what extent. Therefore, it is imperative to foster a deeper understanding of neurotechnology, the problems and debates arising from its use in national security and defense, and how such issues can and should be addressed. In doing so, we can guide and govern the use of these innovative neurotechnologies in ways that uphold ethical accountability.

Neurocognitive Mechanisms

Neurocognitive Mechanisms
Author: Gualtiero Piccinini
Publisher: Oxford University Press
Total Pages: 413
Release: 2020-11-12
Genre: Science
ISBN: 0192636057

In Neurocognitive Mechanisms Gualtiero Piccinini presents the most systematic, rigorous, and comprehensive philosophical defence to date of the computational theory of cognition. His view posits that cognition involves neural computation within multilevel neurocognitive mechanisms, and includes novel ideas about ontology, functions, neural representation, neural computation, and consciousness. He begins by defending an ontologically egalitarian account of composition and realization, according to which all levels are equally real. He then explicates multiple realizability and mechanisms within this ontologically egalitarian framework, defends a goal-contribution account of teleological functions, and defends a mechanistic version of functionalism. This provides the foundation for a mechanistic account of computation, which in turn clarifies the ways in which the computational theory of cognition is a multilevel mechanistic theory supported by contemporary cognitive neuroscience. Piccinini argues that cognition is computational at least in a generic sense. He defends the computational theory of cognition from standard objections, yet also rebuts putative a priori arguments. He contends that the typical vehicles of neural computations are representations, and that, contrary to the received view, the representations posited by the computational theory of cognition are observable and manipulatable in the laboratory. He also contends that neural computations are neither digital nor analog; instead, neural computations are sui generis. He concludes by investigating the relation between computation and consciousness, suggesting that consciousness may be a functional phenomenon without being computational in nature. This book will be of interest to philosophers of cognitive science as well as neuroscientists.

Mind as Machine

Mind as Machine
Author: Margaret A. Boden
Publisher: Oxford University Press
Total Pages: 964
Release: 2006
Genre: Psychology
ISBN: 9780199292387

The development of cognitive science is one of the most remarkable and fascinating intellectual achievements of the modern era. It brings together psychology, neuroscience, artificial intelligence, computing, philosophy, linguistics, and anthropology in the project of understanding the mind by modelling its workings. Oxford University Press now presents a masterful history of cognitive science, told by one of its most eminent practitioners.

Neural Assemblies

Neural Assemblies
Author: Günther Palm
Publisher:
Total Pages: 0
Release: 2022
Genre:
ISBN: 9783031003127

In the new edition of Neural Assemblies, the author places his original ideas and motivations within the framework of modern and cognitive neuroscience and gives a short and focused overview of the development of computational neuroscience and artificial neural networks over the last 40 years. In this book the author develops a theory of how the human brain might function. Starting with a motivational introduction to the brain as an organ of information processing, he presents a computational perspective on the basic concepts and ideas of neuroscience research on the underlying principles of brain function. In addition, the reader is introduced to the most important methods from computer science and mathematical modeling that are required for a computational understanding of information processing in the brain. Written by an expert in the field of neural information processing, this book offers a personal historical view of the development of artificial intelligence, artificial neural networks, and computational cognitive neuroscience over the last 40 years, with a focus on the realization of higher cognitive functions rather than more peripheral sensory or motor organization. The book is therefore aimed at students and researchers who want to understand how the basic neuroscientific and computational concepts in the study of brain function have changed over the last decades.

Protecting the Mind

Protecting the Mind
Author: Pablo López-Silva
Publisher: Springer Nature
Total Pages: 177
Release: 2022-03-01
Genre: Philosophy
ISBN: 3030940322

This book offers a comprehensive analysis of philosophical, social, ethical, and legal challenges arising as a consequences of current advances in neurosciences and neurotechnology. It starts by offering an overview of fundamental concepts such as mental privacy, personal autonomy, mental integrity, and responsibility, among others. In turn, it discusses the influence of possible misuses or uncontrolled uses of neurotechnology on those concepts, and, more in general, on human rights and equality. Then, it makes some original proposals to deal with the main ethical, legal, and social problems associated to the use of neurotechnology, both in medicine and in everyday life, suggesting possible policies to protect privacy, neural data, and intimacy. Crossing the borders between humanities, natural sciences, bio-medicine, and engineering, and taking into account geographical and cultural differences, this book offers a conceptual debate around policy and decision making concerning some of the key neuroethical challenges of our times. It offers a comprehensive guide to the most important issues of neurojustice and neuroprotection, together with a set of new paradigms to face some of the most urgent neuroethical problems of our times.

The Representational Fallacy in Neuroscience and Psychology

The Representational Fallacy in Neuroscience and Psychology
Author: Maxwell R Bennett
Publisher: Palgrave Macmillan
Total Pages: 0
Release: 2024-06-15
Genre: Philosophy
ISBN: 9783031575587

This book traces the history and coherence of the use of the word ‘representations’ from its origins, particularly in the description of artefacts, to its use in the description of so-called mental and neural representations in the mind and in the brain. It is shown that there are no good reasons for this transition. Experimental psychology is confused in taking what one perceives to be a mental representation. Neuroscientists need to avoid moving readily between the notions of neural and mental representations; indeed even the logic of taking a pattern of neural activity as standing for some sensibly experienced characteristic requires elucidation. It is concluded that the word ‘representation’ when used in experimental psychology and cognitive neuroscience is confounding.