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Theoretical Neuroscience
Theoretical neuroscience provides a quantitative basis for describing what nervous systems do, determining how they function, and uncovering the general principles by which they operate. This text introduces the basic mathematical and computational methods of theoretical neuroscience and presents applications in a variety of areas including vision, sensory-motor integration, development, learning, and memory. The book is divided into three parts. Part I discusses the relationship between sensory stimuli and neural responses, focusing on the representation of information by the spiking activity of neurons. Part II discusses the modeling of neurons and neural circuits on the basis of cellular and synaptic biophysics. Part III analyzes the role of plasticity in development and learning. An appendix covers the mathematical methods used, and exercises are available on the book's Web site.
Music Writing Literature, from Sand Via Debussy to Derrida
Why does poetry appeal to music? Can music be said to communicate, as language does? What, between music and poetry, is it possible to translate? These fundamental questions have remained obstinately difficult, despite the recent burgeoning of word and music studies. Peter Dayan contends that the reasons for this difficulty were worked out with extraordinary rigour and consistency in a French literary tradition, echoed by composers such as Berlioz and Debussy, which stretches from Sand to Derrida. Their writing shows how it is both necessary and futile to look for music in poetry, or for poetry in music.
Art as Music, Music as Poetry, Poetry as Art, from Whistler to Stravinsky and Beyond
In 1877, Ruskin accused Whistler of ’flinging a pot of paint in the public’s face’. Was he right? After all, Whistler always denied that the true function of art was to represent anything. If a painting does not represent, what is it, other than mere paint, flung in the public’s face? Whistler’s answer was simple: painting is music - or it is poetry. Georges Braque, half a century later, echoed Whistler’s answer. So did Braque’s friends Apollinaire and Ponge. They presented their poetry as music too - and as painting. But meanwhile, composers such as Satie and Stravinsky were presenting their own art - music - as if it transposed the values of painting or of poetry. The fundame...
Unsupervised Learning
Since its founding in 1989 by Terrence Sejnowski, Neural Computation has become the leading journal in the field. Foundations of Neural Computation collects, by topic, the most significant papers that have appeared in the journal over the past nine years. This volume of Foundations of Neural Computation, on unsupervised learning algorithms, focuses on neural network learning algorithms that do not require an explicit teacher. The goal of unsupervised learning is to extract an efficient internal representation of the statistical structure implicit in the inputs. These algorithms provide insights into the development of the cerebral cortex and implicit learning in humans. They are also of interest to engineers working in areas such as computer vision and speech recognition who seek efficient representations of raw input data.
The Music of Dada
The Music of Dada provides a historical analysis of music at Dada events, and asks why accounts of Dada have so consistently ignored music's vital presence, explaining how music has related to the other arts ever since the days of Dada. The music of Dada is the key to understanding intermediality in our time.
An Introductory Course in Computational Neuroscience
A textbook for students with limited background in mathematics and computer coding, emphasizing computer tutorials that guide readers in producing models of neural behavior. This introductory text teaches students to understand, simulate, and analyze the complex behaviors of individual neurons and brain circuits. It is built around computer tutorials that guide students in producing models of neural behavior, with the associated Matlab code freely available online. From these models students learn how individual neurons function and how, when connected, neurons cooperate in a circuit. The book demonstrates through simulated models how oscillations, multistability, post-stimulus rebounds, and...
Music Writing Literature, from Sand via Debussy to Derrida
Why does poetry appeal to music? Can music be said to communicate, as language does? What, between music and poetry, is it possible to translate? These fundamental questions have remained obstinately difficult, despite the recent burgeoning of word and music studies. Peter Dayan contends that the reasons for this difficulty were worked out with extraordinary rigour and consistency in a French literary tradition, echoed by composers such as Berlioz and Debussy, which stretches from Sand to Derrida. Their writing shows how it is both necessary and futile to look for music in poetry, or for poetry in music: necessary, because each art defines itself by reference to what it is not, and cannot be...
Principles of Computational Modelling in Neuroscience
Learn to use computational modelling techniques to understand the nervous system at all levels, from ion channels to networks.
Advances in Neural Information Processing Systems 9
The annual conference on Neural Information Processing Systems (NIPS) is the flagship conference on neural computation. It draws preeminent academic researchers from around the world and is widely considered to be a showcase conference for new developments in network algorithms and architectures. The broad range of interdisciplinary research areas represented includes neural networks and genetic algorithms, cognitive science, neuroscience and biology, computer science, AI, applied mathematics, physics, and many branches of engineering. Only about 30% of the papers submitted are accepted for presentation at NIPS, so the quality is exceptionally high. All of the papers presented appear in these proceedings.
The Minipig in Biomedical Research
The Minipig in Biomedical Research is a comprehensive resource for research scientists on the potential and use of the minipig in basic and applied biomedical research, and the development of drugs and chemicals. Written by acknowledged experts in the field, and drawing on the authors’ global contacts and experience with regulatory authorities and the pharmaceutical and other industries, this accessible manual ranges widely over the biological, scientific, and practical uses of the minipig in the laboratory. Its coverage extends from the minipig’s origins, anatomy, genetics, immunology, and physiology to its welfare, health, and husbandry; practical dosing and examination procedures; sur...
