Collected papers based on talks presented at two Neural Information Processing Systems workshops.State-of-the-art algorithms and theory in a novel domain of machine learning, prediction when the output has structure.Machine learning develops intelligent computer systems that are able to generalize from previously seen examples. A new domain of machine learning, in which the prediction must sati…
Pervasive and networked computers have dramatically reduced the cost of collecting and distributing large datasets. In this context, machine learning algorithms that scale poorly could simply become irrelevant. We need learning algorithms that scale linearly with the volume of the data while maintaining enough statistical efficiency to outperform algorithms that simply process a random subset o…
"A Bradford book."The second edition of an essential resource to the evolving field of developmental cognitive neuroscience, completely revised, with expanded emphasis on social neuroscience, clinical disorders, and imaging genomics.The publication of the second edition of this handbook testifies to the rapid evolution of developmental cognitive neuroscience as a distinct field. Brain imaging a…
This title explores recent developments in the tools and techniques of data acquisition and analysis in cognitive electrophysiology.OCLC-licensed vendor bibliographic record.
This is a guide to computational modelling methods in neuroscience covering a range of modelling scales from molecular reactions to large neural networks.OCLC-licensed vendor bibliographic record.
A primer on understanding the influence of specific genetic variants on cognition, affective regulation, personality, and central nervous system disorders.OCLC-licensed vendor bibliographic record.
"For much of the twentieth century, philosophy and science went their separate ways. In moral philosophy, fear of the so-called naturalistic fallacy kept moral philosophers from incorporating developments in biology and psychology. Since the 1990s, however, many philosophers have drawn on recent advances in cognitive psychology, brain science, and evolutionary psychology to inform their work. T…
"For much of the twentieth century, philosophy and science went their separate ways. In moral philosophy, fear of the so-called naturalistic fallacy kept moral philosophers from incorporating developments in biology and psychology. Since the 1990s, however, many philosophers have drawn on recent advances in cognitive psychology, brain science, and evolutionary psychology to inform their work. T…
"For much of the twentieth century, philosophy and science went their separate ways. In moral philosophy, fear of the so-called naturalistic fallacy kept moral philosophers from incorporating developments in biology and psychology. Since the 1990s, however, many philosophers have drawn on recent advances in cognitive psychology, brain science, and evolutionary psychology to inform their work. T…
'Tactical Biopolitics' suggests that the political challenges at the intersection of life, science and art are best addressed through a combination of artistic intervention, critical theorising and reflective practices. The multidisciplinary contributions focus on the political significance of recent advances in biological science.OCLC-licensed vendor bibliographic record.