Designing Tomorrow's Minds: A Design Thinking Approach to AI Enabled Brain based Learning for Enhanced Cognitive Development

Designing Tomorrow's Minds: A Design Thinking Approach to AI Enabled Brain based Learning for Enhanced Cognitive Development
Author: Dr. A. Mary Noya Leena
Publisher: Coimbatore Institute of Information Technology
Total Pages: 144
Release: 2024-04-01
Genre: Education
ISBN: 9361267728

In today's rapidly evolving world, where advancements in technology are reshaping every aspect of our lives, the field of education is not immune to change. With the advent of Artificial Intelligence (AI) and insights from neuroscience, educators have unprecedented opportunities to revolutionize the way we learn and develop cognitively. "Designing Tomorrow's Mind" explores the intersection of design thinking, AI, and brain-based learning to create innovative approaches for enhancing cognitive development in learners of all ages. It explores how traditional educational models have evolved over time and sets the stage for understanding the need for new approaches to cognitive development in the digital age. Design thinking has emerged as a powerful methodology for solving complex problems and fostering innovation. Artificial Intelligence is transforming various industries, and education is no exception. This book chapters examines the potential of AI in personalized learning, adaptive assessment, and educational analytics. It also discusses the ethical considerations and challenges associated with AI integration in education. Neuroscience research offers valuable insights into how the brain learns and retains information and explores key findings from neuroscience and their implications for designing effective learning experiences that align with the brain's natural processes. Combining principles from design thinking, AI, and neuroscience, this chapters presents a framework for designing AI-enabled brain-based learning experiences.

Design Computing and Cognition’22

Design Computing and Cognition’22
Author: John S Gero
Publisher: Springer Nature
Total Pages: 819
Release: 2023-01-04
Genre: Technology & Engineering
ISBN: 3031204182

This book reports research and development that represent the state of the art in artificial intelligence in design, design cognition, design neurocognition, and design theories from the Tenth International Conference on Design Computing and Cognition held in Glasgow, UK, in 2022. The 48 chapters are grouped under the headings of natural language processing and design; design cognition; design neurocognition; learning and design; creative design and co-design; shape grammars; quantum computing; and human behavior. These contributions are of particular interest to design researchers and design educators, as well as to users of advanced computation and cognitive science. This book contains knowledge about the cognitive and neurocognitive behavior of designers, which is valuable to those who need to gain a better understanding of designing.

The Virtual Mind

The Virtual Mind
Author: Niklas Hageback
Publisher: CRC Press
Total Pages: 145
Release: 2017-08-07
Genre: Computers
ISBN: 1351681885

The Virtual Mind: Designing the Logic to Approximate Human Thinking, through an in-depth and multidisciplinary review, outlines and defines the underpinnings for modelling human thinking through approximating the mind. Whilst there are plenty of efforts underway trying to mimic the brain, its complexities have so far proven insurmountable. But replicating the abstract notion of the mind provides a viable and quicker route. Broadly, the mind consists of a conscious and an unconscious part with separate logic schemes and these absorbs reality in diverging chunks, with the former truncated through narratives and norms and the latter able to amass broader perceptions of reality. These are held together and controlled through a governing mechanism. With the replication and establishment of the mind’s mechanistic rules and dynamic constants, tested through a big data approach from public media, it allows for standardization and machine generated human thinking, a Virtual Mind. A virtual mind is able to cover a wide array of applications, in particular forecasting of human behavior and decision-making. In essence, the whole socioeconomic spectra can be captured, including politics, financial markets and consumer patterns. Another area of potential application would be to augment various game software and of course, it would be applicable for the man-machine connect. The book guides the reader on how to develop and produce a machine generated virtual mind in a step-by-step manner. It is a must for anyone with an interest in artificial intelligence, the design and construction of the next generation of computer logic and it provides an enhanced understanding of mankind’s greatest mystery, the workings of the mind. Niklas Hageback has extensive experience of risk modelling and financial analytics working at tier-one financial institutions and consulting firms, such as Deutsche Bank, KPMG, and Goldman Sachs, where he held regional executive risk management and oversight roles in both Europe and Asia.

Mind Design II

Mind Design II
Author: John Haugeland
Publisher: MIT Press
Total Pages: 500
Release: 1997-03-06
Genre: Psychology
ISBN: 9780262581530

Mind design is the endeavor to understand mind (thinking, intellect) in terms of its design (how it is built, how it works). Unlike traditional empirical psychology, it is more oriented toward the "how" than the "what." An experiment in mind design is more likely to be an attempt to build something and make it work—as in artificial intelligence—than to observe or analyze what already exists. Mind design is psychology by reverse engineering. When Mind Design was first published in 1981, it became a classic in the then-nascent fields of cognitive science and AI. This second edition retains four landmark essays from the first, adding to them one earlier milestone (Turing's "Computing Machinery and Intelligence") and eleven more recent articles about connectionism, dynamical systems, and symbolic versus nonsymbolic models. The contributors are divided about evenly between philosophers and scientists. Yet all are "philosophical" in that they address fundamental issues and concepts; and all are "scientific" in that they are technically sophisticated and concerned with concrete empirical research. Contributors Rodney A. Brooks, Paul M. Churchland, Andy Clark, Daniel C. Dennett, Hubert L. Dreyfus, Jerry A. Fodor, Joseph Garon, John Haugeland, Marvin Minsky, Allen Newell, Zenon W. Pylyshyn, William Ramsey, Jay F. Rosenberg, David E. Rumelhart, John R. Searle, Herbert A. Simon, Paul Smolensky, Stephen Stich, A.M. Turing, Timothy van Gelder

Cognitive Design for Artificial Minds

Cognitive Design for Artificial Minds
Author: Antonio Lieto
Publisher: Routledge
Total Pages: 133
Release: 2021-03-31
Genre: Computers
ISBN: 1315460513

Cognitive Design for Artificial Minds explains the crucial role that human cognition research plays in the design and realization of artificial intelligence systems, illustrating the steps necessary for the design of artificial models of cognition. It bridges the gap between the theoretical, experimental, and technological issues addressed in the context of AI of cognitive inspiration and computational cognitive science. Beginning with an overview of the historical, methodological, and technical issues in the field of cognitively inspired artificial intelligence, Lieto illustrates how the cognitive design approach has an important role to play in the development of intelligent AI technologies and plausible computational models of cognition. Introducing a unique perspective that draws upon Cybernetics and early AI principles, Lieto emphasizes the need for an equivalence between cognitive processes and implemented AI procedures, in order to realize biologically and cognitively inspired artificial minds. He also introduces the Minimal Cognitive Grid, a pragmatic method to rank the different degrees of biological and cognitive accuracy of artificial systems in order to project and predict their explanatory power with respect to the natural systems taken as a source of inspiration. Providing a comprehensive overview of cognitive design principles in constructing artificial minds, this text will be essential reading for students and researchers of artificial intelligence and cognitive science.

Made-up Minds

Made-up Minds
Author: Gary L. Drescher
Publisher: MIT Press
Total Pages: 252
Release: 1991
Genre: Computers
ISBN: 9780262041201

Made-Up Minds addresses fundamental questions of learning and concept invention by means of an innovative computer program that is based on the cognitive-developmental theory of psychologist Jean Piaget. Drescher uses Piaget's theory as a source of inspiration for the design of an artificial cognitive system called the schema mechanism and then uses the system to elaborate and test Piaget's theory. The approach is original enough that readers need not have extensive knowledge of artificial intelligence, and a chapter summarizing Piaget's work assists readers who lack a background in developmental psychology.

Changing Minds and Brains—The Legacy of Reuven Feuerstein

Changing Minds and Brains—The Legacy of Reuven Feuerstein
Author: Reuven Feuerstein
Publisher: Teachers College Press
Total Pages: 251
Release: 2015
Genre: Education
ISBN: 0807773530

Decades before educators began to draw teaching and learning implications from neuroscientists’ groundbreaking findings on brain plasticiy, Reuven Feuerstein had already theorized it and developed practices for teaching and developing higher level cognition and learning for all students, even those with Down syndrome and other learning disabilities. His mediated learning, enrichment instruments, and dynamic assessment are used in urban districts in the United States and around the world to raise student achievement, success levels, and self-regulation. In this final work, Feuerstein provides a first-person reflective narrative of the implementation of mediated learning experience (MLE) past and present, including stories, new insights, observations, and newly formulated concepts on MLE and how it contributes to higher-level thinking and overcoming disability. Featuring both educational and clinical case examples, it offers a more detailed picture of the practical applications than any other publication to date. Those familiar with Feuerstein’s methods will find this book an important resource in deepening their knowledge. It is also essential reading for all educators looking for approaches that promote thinking skills that improve educational outcomes for diverse learners. Book Features: Provides stories of Feuerstein’s inspirational journey as a teacher and learner, often working with special needs children and youth. Relates mediated learning to contemporary learning environments Explores theory and research on whether spiritual and behavioral practices change the brain. Includes chapters devoted to questioning techniques and the effects of modern media access to the development of thinking skills. “Reuven Feuerstein’s concepts will continue to enrich cognitive developmental thinking and research and to bring a richer, fuller cognitive development to children, youth, and adults around the world.” —From the Foreword by H. Carl Haywood, Vanderbilt University “Educators who are devoted to enhancing the intellectual functioning of learners need this book. The principles, skills, and strategies of Mediated Learning should become a prerequisite for all teachers. Reuven Feuerstein has made the world a more thoughtful place.” —Arthur L. Costa, professor emeritus, California State University and co-founder, Institute for Habits of Mind International

Growing Minds

Growing Minds
Author: Andreas Demetriou
Publisher: Routledge
Total Pages: 334
Release: 2018-02-05
Genre: Education
ISBN: 1134984928

Interest in the human mind is a centuries-old fascination, dating back to Plato, Aristotle, and Descartes. While the theories proposed about the human mind have since advanced and evolved, the fascination remains. Growing Minds is a unique and interdisciplinary work that guides the reader through an examination of the human mind's nature, performance, lifespan, and variations. The book sets out to answer a variety of questions: What are the cognitive processes underlying intelligence? What is general and what is specific in intelligence? What is stable and what is changing in intelligence as children grow older? Why do individuals differ in intelligence, and are differences genetically determined? How is intelligence and intellectual development related to the genome and the brain? How is intelligence related to personality? Can intelligence be enhanced by specific interventions? The text is organised into three parts: the first provides a summary and evaluation of research conducted on the human mind by experimental cognitive psychology, differential psychology, and developmental psychology. The second presents an overarching theory of the growing mind, showing how mind and intelligence are at the crossroads of nature and nurture; and the third assesses the relationship between education and intelligence. This book is the result of decades of extensive research and culminates in the proposal of a new overarching and integrated theory of the developing mind. For the first time, research is gathered and combined to form a comprehensive concept and fulfil the need for a fresh, integrative paradigm which both asks and answers questions about the human mind from a multi-faceted perspective.

AI for Creativity

AI for Creativity
Author: Niklas Hageback
Publisher: CRC Press
Total Pages: 79
Release: 2021-09-24
Genre: Computers
ISBN: 1000456919

What is computational creativity? Can AI learn to be creative? One of the human mind’s most valuable features is the capacity to formulate creative thoughts, an ability that through quantum leap innovations has propelled us to the current digital age. However, creative breakthroughs are easier said than done. Appearing less frequently and more sporadically than desired, it seems that we have not yet fully cracked the creative code. But with the rapid advances in artificial intelligence which have come to provide an ever-closer proximity with the cognitive faculties of mankind, can this emerging technology improve our creative capabilities? What will that look like and will it be the missing link in the man–machine enigma? AI for Creativity provides a fascinating look at what is currently emerging in the very cutting-edge area of artificial intelligence and the tools being developed to enable computational creativity that holds the propensity to dramatically change our lives.

Brain-Based Learning

Brain-Based Learning
Author: Eric Jensen
Publisher: Corwin
Total Pages: 241
Release: 2020-03-16
Genre: Education
ISBN: 1544394594

Learn how to teach like a pro and have fun, too! The more you know about the brains of your students, the better you can be at your profession. Brain-based teaching gives you the tools to boost cognitive functioning, decrease discipline issues, increase graduation rates, and foster the joy of learning. This innovative, new edition of the bestselling Brain-Based Learning by Eric Jensen and master teacher and trainer Liesl McConchie provides an up-to-date, evidence-based learning approach that reveals how the brain naturally learns best in school. Based on findings from neuroscience, biology, and psychology, you will find: In-depth, relevant insights about the impact of relationships, the senses, movement, and emotions on learning Savvy strategies for creating a high-quality learning environment, complete with strategies for self-care Teaching tools to motivate struggling students and help them succeed that can be implemented immediately This rejuvenated classic with its easy-to-use format remains the guide to transforming your classroom into an academic, social, and emotional success story.