Physical Computation

A Mechanistic Account

Gualtiero Piccinini

A much-needed theory of the nature of computation
The most systematic and rigorous discussion of the subject to date
Brings readers to the forefront of the debate
At the intersection of philosophy and the computational sciences

Physical Computation

A Mechanistic Account

Gualtiero Piccinini

Description

Gualtiero Piccinini articulates and defends a mechanistic account of concrete, or physical, computation. A physical system is a computing system just in case it is a mechanism one of whose functions is to manipulate vehicles based solely on differences between different portions of the vehicles according to a rule defined over the vehicles. Physical Computation discusses previous accounts of computation and argues that the mechanistic account is better. Many kinds of computation are explicated, such as digital vs. analog, serial vs. parallel, neural network computation, program-controlled computation, and more. Piccinini argues that computation does not entail representation or information processing although information processing entails computation. Pancomputationalism, according to which every physical system is computational, is rejected. A modest version of the physical Church-Turing thesis, according to which any function that is physically computable is computable by Turing machines, is defended.

Physical Computation

A Mechanistic Account

Gualtiero Piccinini

Acknowledgements
Introduction
1. Towards an Account of Physical Computation
2. Mapping Accounts
3. Semantic Accounts
4. Pancomputationalism
5. From Functional Analysis to Mechanistic Explanation
6. The Ontology of Functional Mechanisms
7. The Mechanistic Account
8. Primitive Components of Computing Mechanisms
9. Complex Components of Computing Mechanisms
10. Digital Calculators
11. Digital Computers
12. Analog Computers
13. Parallel Computers and Neural Networks
14. Information Processing
15. The Bold Physical Church-Turing Thesis
16. The Modest Physical Church-Turing Thesis
Epilogue: The Nature of Computation
Appendix: Computability
Bibliography
Index

Physical Computation

A Mechanistic Account

Gualtiero Piccinini

Author Information

Gualtiero Piccinini is Professor of Philosophy at the University of Missouri, St. Louis. Shortly after his appointment to the position in 2005, he founded Brains, which later became a group blog in the philosophy of mind and related sciences. He received early tenure and promotion in 2010 and early promotion to full professor in 2014. Between 2001 and 2014 he was department chair. In 2014, he received the Herbert A. Simon Award from the International Association for Computing and Philosophy for his research in the philosophy of computation.

Physical Computation

A Mechanistic Account

Gualtiero Piccinini

Reviews and Awards

"The arguments are clear and meticulous, and the writing style is crisp. Piccinini does an admirable job at guiding readers through the different steps of his account...Physical Computation makes important contributions to foundational issues in several fields. It is a pellucid example of how good philosophical work can advance wide ranging debates at the crossroads of computer science, AI, cognitive science and philosophy. Physical Computation should be read by anybody interested in mind, machines, and the sciences of computation." -- Minds and Machines

"It provides a thorough...introduction to the philosophical issues associated with computation in the physical sense and would serve as a good basis for a postgraduate or upper-level undergraduate course on the subject. Piccinini delivers a comprehensive summary of previous work on physical computation, alongside the definitive presentation of his mechanistic account, and I have no doubt that this book will become a valuable resource for future work on the topic." -- Philosophical Psychology

"Piccinini's discussion is a notable contribution that offers a bounty of insights into computation and computing practice. All philosophers interested in computation must read this highly informative and thought-provoking book." --British Journal for the Philosophy of Science

Physical Computation

A Mechanistic Account

Gualtiero Piccinini

From Our Blog

The philosophical computer store

Once again, searching for unconventional computing methods as well as for a neurocomputational theory of cognition requires knowing what does and does not count as computing. A question that may appear of purely philosophical interest ' which physical systems perform which computations ' shows up at the cutting edge of computer technology as well as neuroscience.

Posted on September 20, 2015

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