Mem-elements for Neuromorphic Circuits with Artificial Intelligence Applications illustrates recent advances in the field of mem-elements (memristor, memcapacitor, meminductor) and their applications in nonlinear dynamical systems, computer science, analog and digital systems, and in neuromorphic circuits and artificial intelligence. The book is mainly devoted to recent results, critical aspects and perspectives of ongoing research on relevant topics, all involving networks of mem-elements devices in diverse applications. Sections contribute to the discussion of memristive materials and transport mechanisms, presenting various types of physical structures that can be fabricated to realize mem-elements in integrated circuits and device modeling. As the last decade has seen an increasing interest in recent advances in mem-elements and their applications in neuromorphic circuits and artificial intelligence, this book will attract researchers in various fields.

In the nineteenth-century, fractional calculus had its origin in extending differentiation and integration operators from the integer-order case to the fractional-order case. Discrete fractional calculus has recently become an important research topic, useful in various science and engineering applications. The first definition of the fractional-order discrete-time/difference operator was introduced in 1974 by Diaz and Osler, where such operator was derived by discretizing the fractional-order continuous-time operator. Successfully, several types of fractional-order difference operators have then been proposed and introduced through further generalizing numerous classical operators, motivating several researchers to publish extensively on a new class of systems, viz the nonlinear fractional-order discrete-time systems (or simply, the fractional-order maps), and their chaotic behaviors. This discovery of chaos in such maps, has led to novel control methods for effectively stabilizing their chaotic dynamics.The aims of this book are as follows:

This book highlights the latest findings on nonlinear dynamical systems including two types of attractors: self-excited and hidden attractors. Further, it presents both theoretical and practical approaches to investigating nonlinear dynamical systems with self-excited and hidden attractors. The book includes 20 chapters contributed by respected experts, which focus on various applications such as biological systems, memristor-based systems, fractional-order systems, finance systems, business cycles, oscillators, coupled systems, hyperchaotic systems, flexible robot manipulators, electronic circuits, and control models. Special attention is given to modeling, design, circuit realization, and practical applications to address recent research problems in nonlinear dynamical systems. The book provides a valuable reference guide to nonlinear dynamical systems for engineers, researchers, and graduate students, especially those whose work involves mechanics, electrical engineering, and control systems.

Graduate employability is a significant concern for most higher education institutions worldwide. During the last two decades, universities have attempted to implement their employability agendas to support their students to enhance employment outcomes. However, within today's globalized labour markets, employability has gone far beyond the notion of obtaining stable and permanent employment. This book explores graduates' experiences in developing and utilizing employability capitals for career development and success in different labour markets. In the chapters, the graduate contributors narrate and discuss how they negotiated their employability on the transitions across jobs, occupational sectors and labour markets. The chapters address key issues, including how employability is understood by graduates of different disciplines, at different career stages and in different contexts; how they develop and utilise such capitals along with strategies to negotiate their employability; and what can be done to move the higher education employability agenda forward. The book presents international insights and perspectives into transitions from education to work and career development across the labour markets, as well as calls for improving the graduate employability agenda. It is an invaluable resource for researchers and academics, university leaders, policymakers and students who are concerned about graduate employability.

This book explores student education transition and employability negotiation experiences in various contexts. It explores determinants of student transitions at three levels including macro, meso and micro but focuses on exploring affordances, constraints and strategies at the micro level. The framework underpinning the explorations at the micro level covers a range of different forms of capital including human, culture, social, identity, psychological and agentic. The book is unique in three ways. First, it consists of chapters about critical discussion, empirical research and practical guidance about student transition experiences. The critical discussion and empirical research chapters explore and obtain insights about the complexity of student transitions and develop conceptual frameworks that guide the development of applicable practices. The book is, therefore, a useful resource for policy makers, institutions, academics, professionals and students. Second, it provides insights about how student transitions are determined by a range of factors at different levels. These insights extend discussions about student transitions in the current literature which have mainly explored impacts of policies, institutional programmes and human capital. Finally, it is international in focus because it draws on research with different cohorts of students and graduates in different contexts. Insights provided in the book are, therefore, rich, diverse and comparative.

This book identifies three types of influential forces that pose challenges to innovations: socio-cultural dynamics, teacher individuality, and local circumstances. It uses languages, cultural traits, and intellectual heritages in the Asia-Pacific region as an example to show the resistance to Western-based pedagogies due to disparities between the innovations and these local heritages. It reveals personal and professional values that teachers hold and how these values, while seemingly supporting creative ideologies, happen to prevent them from incorporating innovations in their practices. The book discusses how informal educational activities and services that a society possesses could impede pedagogical innovations. There is, therefore, a need for institutions and educators to develop a positive relationship between these phenomena and teaching innovations.

This book identifies three types of influential forces that pose challenges to innovations: socio-cultural dynamics, teacher individuality, and local circumstances. It uses languages, cultural traits, and intellectual heritages in the Asia-Pacific region as an example to show the resistance to Western-based pedagogies due to disparities between the innovations and these local heritages. It reveals personal and professional values that teachers hold and how these values, while seemingly supporting creative ideologies, happen to prevent them from incorporating innovations in their practices. The book discusses how informal educational activities and services that a society possesses could impede pedagogical innovations. There is, therefore, a need for institutions and educators to develop a positive relationship between these phenomena and teaching innovations.

This book highlights the latest findings on nonlinear dynamical systems including two types of attractors: self-excited and hidden attractors. Further, it presents both theoretical and practical approaches to investigating nonlinear dynamical systems with self-excited and hidden attractors. The book includes 20 chapters contributed by respected experts, which focus on various applications such as biological systems, memristor-based systems, fractional-order systems, finance systems, business cycles, oscillators, coupled systems, hyperchaotic systems, flexible robot manipulators, electronic circuits, and control models. Special attention is given to modeling, design, circuit realization, and practical applications to address recent research problems in nonlinear dynamical systems. The book provides a valuable reference guide to nonlinear dynamical systems for engineers, researchers, and graduate students, especially those whose work involves mechanics, electrical engineering, and control systems.

Graduate employability is a significant concern for most higher education institutions worldwide. During the last two decades, universities have attempted to implement their employability agendas to support their students to enhance employment outcomes. However, within today's globalized labour markets, employability has gone far beyond the notion of obtaining stable and permanent employment. This book explores graduates' experiences in developing and utilizing employability capitals for career development and success in different labour markets. In the chapters, the graduate contributors narrate and discuss how they negotiated their employability on the transitions across jobs, occupational sectors and labour markets. The chapters address key issues, including how employability is understood by graduates of different disciplines, at different career stages and in different contexts; how they develop and utilise such capitals along with strategies to negotiate their employability; and what can be done to move the higher education employability agenda forward. The book presents international insights and perspectives into transitions from education to work and career development across the labour markets, as well as calls for improving the graduate employability agenda. It is an invaluable resource for researchers and academics, university leaders, policymakers and students who are concerned about graduate employability.