Books > Science & Mathematics > Biology, life sciences > Life sciences: general issues > Neurosciences
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Models of the Mind - How Physics, Engineering and Mathematics Have Shaped Our Understanding of the Brain (Hardcover)
Loot Price: R449
Discovery Miles 4 490
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Models of the Mind - How Physics, Engineering and Mathematics Have Shaped Our Understanding of the Brain (Hardcover)
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Loot Price R449
Discovery Miles 4 490
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The human brain is made up of 85 billion neurons, which are
connected by over 100 trillion synapses. For more than a century, a
diverse array of researchers searched for a language that could be
used to capture the essence of what these neurons do and how they
communicate - and how those communications create thoughts,
perceptions and actions. The language they were looking for was
mathematics, and we would not be able to understand the brain as we
do today without it. In Models of the Mind, author and
computational neuroscientist Grace Lindsay explains how
mathematical models have allowed scientists to understand and
describe many of the brain's processes, including decision-making,
sensory processing, quantifying memory, and more. She introduces
readers to the most important concepts in modern neuroscience, and
highlights the tensions that arise when the abstract world of
mathematical modelling collides with the messy details of biology.
Each chapter of Models of the Mind focuses on mathematical tools
that have been applied in a particular area of neuroscience,
progressing from the simplest building block of the brain - the
individual neuron - through to circuits of interacting neurons,
whole brain areas and even the behaviours that brains command. In
addition, Grace examines the history of the field, starting with
experiments done on frog legs in the late eighteenth century and
building to the large models of artificial neural networks that
form the basis of modern artificial intelligence. Throughout, she
reveals the value of using the elegant language of mathematics to
describe the machinery of neuroscience.
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