The brain is omnipresent in bodily functions. Its vast array of responsibilities includes the regulation of all physical movements, memory, learning and emotions, as well as the reception and interpretation of all sensory inputs. These numerous responsibilities require the facility of a very complex organ, and the brain is complex, to say the least. The brain's complexity provides a constant challenge for scientists to explore new theories. Because of the brain's wide-ranging role in bodily functions these studies have an impact on many other realms of science, such as psychology, neurology, and genetics. This book features recent studies from this important field of scientific research.

The brain is omnipresent in bodily functions. Its vast array of responsibilities includes the regulation of all physical movements, memory, learning and emotions, as well as the reception and interpretation of all sensory inputs. These numerous responsibilities require the facility of a very complex organ, and the brain is complex, to say the least. The brain's complexity provides a constant challenge for scientists to explore new theories. Because of the brain's wide-ranging role in bodily functions these studies have an impact on many other realms of science, such as psychology, neurology, and genetics. This book features recent studies from this important field of scientific research.

This important book includes research derived from non-invasive brain imaging modalities used to explore the spatial and temporal organisation of the neural systems supporting human behaviour. Imaging modalities of interest include positron emission tomography, event-related potentials, electro-and magnetoencephalography, magnetic resonance imaging, and single-photon emission tomography. Coverage includes novel brain imaging methods, analyses for detecting or localising neural activity, synergistic uses of multiple imaging modalities, and strategies for the design of behavioural paradigms and neural-systems modelling.

With the development of neural science, knowledge of the molecules and neurons that comprise the brain has increased exponentially in the past two decades. In this book, leading neuroscientists from Japan and Taiwan describe the latest and most relevant research in brain science, including state-of-the-art brain-imaging technologies. They also discuss learning, memory, emotions, and pain. An entirely new and unique field of study is introduced in the learning and memory section.

Significant advances in brain research have been made, but investigators who face the resulting explosion of data need new methods to integrate the pieces of the "brain puzzle." Based on the expertise of more than 100 neuroscientists and computer specialists, this new volume examines how computer technology can meet that need. Featuring outstanding color photography, the book presents an overview of the complexity of brain research, which covers the spectrum from human behavior to genetic mechanisms. Advances in vision, substance abuse, pain, and schizophrenia are highlighted. The committee explores the potential benefits of computer graphics, database systems, and communications networks in neuroscience and reviews the available technology. Recommendations center on a proposed Brain Mapping Initiative, with an agenda for implementation and a look at issues such as privacy and accessibility.

This book constitutes the refereed proceedings of the workshop held in conjunction with the 28th International Conference on Artificial Intelligence, IJCAI 2019, held in Macao, China, in August 2019: the First International Workshop on Human Brain and Artificial Intelligence, HBAI 2019. The 24 full papers presented were carefully reviewed and selected from 62 submissions. The papers are organized according to the following topical headings: computational brain science and its applications; brain-inspired artificial intelligence and its applications.

Traditional approaches focused on significance tests have often been difficult for linguistics researchers to visualise. Statistics in Corpus Linguistics Research: A New Approach breaks these significance tests down for researchers in corpus linguistics and linguistic analysis, promoting a visual approach to understanding the performance of tests with real data, and demonstrating how to derive new intervals and tests. Accessibly written, this book discusses the ‘why’ behind the statistical model, allowing readers a greater facility for choosing their own methodologies. Accessibly written for those with little to no mathematical or statistical background, it explains the mathematical fundamentals of simple significance tests by relating them to confidence intervals. With sample datasets and easy-to-read visuals, this book focuses on practical issues, such as how to: • pose research questions in terms of choice and constraint; • employ confidence intervals correctly (including in graph plots); • select optimal significance tests (and what results mean); • measure the size of the effect of one variable on another; • estimate the similarity of distribution patterns; and • evaluate whether the results of two experiments significantly differ. Appropriate for anyone from the student just beginning their career to the seasoned researcher, this book is both a practical overview and valuable resource.