Library
These are the books we currently have access to:
Robotics
Artificial intelligence
- On Intelligence
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Superb book that provides a nice theory on how the neocortex works. Very accessible, even without a mathematical background.
- Bio-Inspired Artificial Intelligence
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Great book that goes deeper into evolutionary systems, cellular systems, neural systems etc., algorithms all used by nature
- OpenCV
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A book on the Open Computer Vision SDK
Programming
- The Algorithm Design Manual
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If you know the word algorithm, you should take a look at this book.
- The Linux Programming Interface
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The bible when it comes to programming against a linux OS
- Introduction to Algorithms
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Rigorous book on computer algorithms
Hacker’s Delight: Bits and bytes tricks into the extreme, but is does have a nice cover
- The Boost Graph Library
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Explains the setup of the Boost Graph Library in combination with some template metaprogramming that was used to develop the BGL
Mathematics
- Probability Theory, The logic of science
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This book builds probability theory itself from the ground up
- Concrete Mathematics, a foundation for computer science
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Contains things like sums, number theory, generating functions and discrete probability
- Neural Networks, a comprehensive foundation
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A bible when it comes to neural networks