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This stimulating text/reference presents a philosophical exploration of the conceptual foundations of deep learning, presenting enlightening perspectives that encompass such diverse disciplines as computer science, mathematics, logic, psychology, and cognitive science. The text also highlights select topics from the fascinating history of this exciting field, including the pioneering work of Rudolf Carnap, Warren McCulloch, Walter Pitts, Bulcsú László, and Geoffrey Hinton.Topics and features:Provides a brief history of mathematical logic, and discusses the critical role of philosophy, psychology, and neuroscience in the history of AIPresents a philosophical case for the use of fuzzy logic approaches in AIInvestigates the similarities and differences between the Word2vec word embedding algorithm, and the ideas of Wittgenstein and Firth on linguisticsExamines how developments in machine learning provide insights into the philosophical challenge of justifying inductive inferencesDebates, with reference to philosophical anthropology, whether an advanced general artificial intelligence might be considered as a living beingInvestigates the issue of computational complexity through deep-learning strategies for understanding AI-complete problems and developing strong AIExplores philosophical questions at the intersection of AI and transhumanismThis inspirational volume will rekindle a passion for deep learning in those already experienced in coding and studying this discipline, and provide a philosophical big-picture perspective for those new to the field.

This book offers a comprehensive account of the status and dynamics of people participating in the small-scale fisheries (SSF) of Europe. It covers the situation of SSF in 25 coastal countries, thereby providing a portrait of almost every coastal country on the continent and analyzing the recent evolution of the sector. Small-scale fisheries are argued to be extremely important in Europe, as they provide employment and welfare, while increasing food sovereignty and maintaining communities in coastal areas. The recent worldwide focus on SSF derives from their environmental sustainability, which distinguishes many of their activities from those of large-scale fisheries. This book analyses the diversity of SSF and shows how fishing communities have sometimes developed successful governing models, demonstrating social and economic resilience. While the book emphasizes the strengths of SSF and the synergies that occur with other marine sectors, it also presents cases of failure, in whichcollective action and policy have actually contributed to a weakening of the sector. In this context, the book shows how governmental policies toward SSF vary considerably from country to country, in a way that is not entirely consistent with European policies.

This book offers a comprehensive account of the status and dynamics of people participating in the small-scale fisheries (SSF) of Europe. It covers the situation of SSF in 25 coastal countries, thereby providing a portrait of almost every coastal country on the continent and analyzing the recent evolution of the sector. Small-scale fisheries are argued to be extremely important in Europe, as they provide employment and welfare, while increasing food sovereignty and maintaining communities in coastal areas. The recent worldwide focus on SSF derives from their environmental sustainability, which distinguishes many of their activities from those of large-scale fisheries. This book analyses the diversity of SSF and shows how fishing communities have sometimes developed successful governing models, demonstrating social and economic resilience. While the book emphasizes the strengths of SSF and the synergies that occur with other marine sectors, it also presents cases of failure, in whichcollective action and policy have actually contributed to a weakening of the sector. In this context, the book shows how governmental policies toward SSF vary considerably from country to country, in a way that is not entirely consistent with European policies.

The second-longest European river after the Volga, the Danube is one of the world¿s most important rivers in terms of its geographical and historical significance. In recent history, it has served as a major international waterway and numerous cities, including four capitals, have been founded on its banks. The 2826km-long Danube has a watershed measuring 801,093 km2 that is now shared between 19 countries, from its source in the Black Forest to the Black Sea, into which it pumps an average of 827 km3 of water a year.This book describes and explains key landscape values interactions (geographical, cultural and natural heritage). It also identifies the threats and various types of human impact affecting this system in all the countries of the Danube River Basin, based on the investigations and perspectives of a team of experienced naturalists, and in the context of the early 21st century, in which the human-nature relationship is still far from balanced. These studies demonstrate how biodiversity, conservation and ecological studies can help us successfully promote mutual cooperation and combine our efforts to address problems as a responsible continent.

This collection presents papers from a symposium on extraction of rare metals as well as rare extraction processing techniques used in metal production. Rare metals include strategic metals that are in increasing demand and subject to supply risks. Metals represented include neodymium, dysprosium, scandium and others; platinum group metals including platinum, palladium, iridium, and others; battery related metals including lithium, cobalt, nickel, and aluminum; electronics-related materials including copper and gold; and refectory metals including titanium, niobium, zirconium, and hafnium. Other critical materials such as gallium, germanium, indium and silicon are also included. Papers cover various processing techniques, including but not limited to hydrometallurgy (solvent extraction, ion exchange, precipitation, and crystallization), electrometallurgy (electrorefining and electrowinning), pyrometallurgy, and aeriometallurgy (supercritical fluid extraction). Contributions are focusedon primary production as well as secondary production through urban mining and recycling to enable a circular economy.¿A useful resource for all involved in commodity metal production, irrespective of the major metalProvides knowledge of cross-application among industriesExtraction and processing of rare metals that are the main building block of many emerging critical technologies have been receiving significant attention in recent years.The technologies that rely on critical metals are prominent worldwide, and finding a way to extract and supply them effectively is highly desirable and beneficial.

This collection gives broad and up-to-date results in the research and development of materials characterization and processing. Topics covered include advanced characterization methods, minerals, mechanical properties, coatings, polymers and composites, corrosion, welding, magnetic materials, and electronic materials. The book explores scientific processes to characterize materials using modern technologies, and focuses on the interrelationships and interdependence among processing, structure, properties, and performance of materials.

This contributed volume reviews the latest advances on relevant 3D tissue engineered in vitro models of disease making use of biomaterials and microfluidics. The main focus of this book is on advanced biomaterials and microfluidics technologies that have been used in in vitro mimetic 3D models of human diseases and show great promise in revolutionizing personalized medicine. Readers will discover important topics involving biomaterials and microfluidics design, advanced processing techniques, and development and validation of organ- and body-on-a-chip models for bone, liver, and cancer research. An in depth discussion of microfabrication methods for microfluidics development is also provided. This work is edited by two truly multidisciplinary scientists and includes important contributions from well-known experts in their fields. The work is written for both early stage and experienced researchers, and well-established scientists enrolled in thefields of biomaterials, microfluidics, and tissue engineering, and is especially suited to those who wish to become acquainted with the principles and latest developments of in vitro models of diseases, such as professionals working in pharma, medicine, and engineering.

This contributed volume reviews the latest advances on relevant 3D tissue engineered in vitro models of disease making use of biomaterials and microfluidics. The main focus of this book is on advanced biomaterials and microfluidics technologies that have been used in in vitro mimetic 3D models of human diseases and show great promise in revolutionizing personalized medicine. Readers will discover important topics involving biomaterials and microfluidics design, advanced processing techniques, and development and validation of organ- and body-on-a-chip models for bone, liver, and cancer research. An in depth discussion of microfabrication methods for microfluidics development is also provided. This work is edited by two truly multidisciplinary scientists and includes important contributions from well-known experts in their fields. The work is written for both early stage and experienced researchers, and well-established scientists enrolled in the fields of biomaterials, microfluidics, and tissue engineering, and is especially suited to those who wish to become acquainted with the principles and latest developments of in vitro models of diseases, such as professionals working in pharma, medicine, and engineering.