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Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation
Nonnegative Matrix and Tensor Factorizations: Applications to Exploratory Multi-way Data Analysis and Blind Source Separation
This book provides a broad survey of models and efficient algorithms for Nonnegative Matrix Factorization (NMF). This includes NMF’s various extensions and modifications, especially Nonnegative Tensor Factorizations (NTF) and Nonnegative Tucker Decompositions (NTD). NMF/NTF and their extensions are increasingly used as tools in signal and...
The Neurobiology of Olfaction (Frontiers in Neuroscience)
The Neurobiology of Olfaction (Frontiers in Neuroscience)

Comprehensive Overview of Advances in Olfaction

The common belief is that human smell perception is much reduced compared with other mammals, so that whatever abilities are uncovered and investigated in animal research would have little significance for humans. However, new evidence from a variety of sources...

Localizing the Moral Sense: Neuroscience and the Search for the Cerebral Seat of Morality, 1800-1930
Localizing the Moral Sense: Neuroscience and the Search for the Cerebral Seat of Morality, 1800-1930

Due to the current revolution in brain research the search for the “moral brain” became a serious endeavour. Nowadays, neural circuits that are indispensable for moral and social behaviour are discovered and the brains of psychopaths and criminals - the classical anti-heroes of morality - are scanned with curiosity, even...

Handbook of Large-Scale Random Networks
Handbook of Large-Scale Random Networks

With the advent of digital computers more than half a century ago, researchers working in a wide range of scientific disciplines have obtained an extremely powerful tool to pursue deep understanding of natural processes in physical, chemical, and biological systems. Computers pose a great challenge to mathematical sciences, as the range of...

Colour Atlas and Textbook of Human Anatomy: Nervous System and Sensory Organs v. 3
Colour Atlas and Textbook of Human Anatomy: Nervous System and Sensory Organs v. 3

The number of students aswell as colleagues in the field who have learned neuroanatomy according to volume 3 of the color atlas has been steadily increasing. Kahle’s textbook has proved its worth. What should one do after taking on the job of carrying on with this text book, other than leaving as much as possible as it is? However, the...

Pragmatic Thinking and Learning: Refactor Your Wetware
Pragmatic Thinking and Learning: Refactor Your Wetware

Software development happens in your head. Not in an editor, IDE, or design tool. You're well educated on how to work with software and hardware, but what about wetware--our own brains? Learning new skills and new technology is critical to your career, and it's all in your head.

In this book by Andy
...

Data Mining: A Heuristic Approach
Data Mining: A Heuristic Approach

The last decade has witnessed a revolution in interdisciplinary research where the boundaries of different areas have overlapped or even disappeared. New fields of research emerge each day where two or more fields have integrated to form a new identity. Examples of these emerging areas include bioinformatics (synthesizing biology with...

Artificial General Intelligence: 4th International Conference, AGI 2011, Mountain View
Artificial General Intelligence: 4th International Conference, AGI 2011, Mountain View

The original goal of the AI field was the construction of “thinking machines” – that is, computer systems with human-like general intelligence. Due to the difficulty of this task, for the last few decades the majority of AI researchers have focused on what has been called “narrow AI” – the production...

Basic Neurochemistry, Seventh Edition: Molecular, Cellular and Medical Aspects
Basic Neurochemistry, Seventh Edition: Molecular, Cellular and Medical Aspects

This Seventh Edition of Basic Neurochemistry: Molecular, Cellular and Medical Aspects is appearing near to the 50th anniversary of the founding of neurochemistry as a discipline. This seems an appropriate time to examine the progress of neurochemistry and of this book. To make this brief, we will look at only two topics, which may be...

The Human Central Nervous System: A Synopsis and Atlas
The Human Central Nervous System: A Synopsis and Atlas
The human central nervous system or neuraxis consists of the brain (encephalon) and the spinal cord (medulla spinalis). The brain is encased by the skull; the spinal cord lies within the spinal canal, extending from the foramen magnum to the level of the second lumbar vertebra. Globally, the brain can be subdivided into...
Proceedings of the Second Conference on Artificial General Intelligence (Arlington, March 2009)
Proceedings of the Second Conference on Artificial General Intelligence (Arlington, March 2009)
Artificial General Intelligence (AGI) research focuses on the original and ultimate goal of AI – to create broad human-like and transhuman intelligence, by exploring all available paths, including theoretical and experimental computer science, cognitive science, neuroscience, and innovative interdisciplinary methodologies....
Bayesian Brain: Probabilistic Approaches to Neural Coding (Computational Neuroscience)
Bayesian Brain: Probabilistic Approaches to Neural Coding (Computational Neuroscience)

A Bayesian approach can contribute to an understanding of the brain on multiple levels, by giving normative predictions about how an ideal sensory system should combine prior knowledge and observation, by providing mechanistic interpretation of the dynamic functioning of the brain circuit, and by suggesting optimal ways of deciphering...

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