books by Christopher M. Bishop

books by Christopher M. Bishop

books:

Christopher M. Bishop

Neural Networks for Pattern Recognition

Christopher M. Bishop

Oxford University Press, USA, 1996

Sheer pleasure.
If you want a very good, intermediate introduction to pattern classification this book must be on your bookshelf. It even does a very nice job explaining the EM algorithm in a few pages! Basic calculus is all you need to understand the book. A must read.

Neural Networks and Machine Learning (NATO ASI Series / Computer and Systems Sciences)

Springer, 1998

In recent years neural computing has emerged as a practical technology, with successful applications in many fields. The majority of these applications are concerned with problems in pattern recognition, and make use of feedforward network architectures such as the multilayer perceptron and the radial basis function network. Also, it has become ...

Pulsed Neural Networks (Bradford Books)

Wolfgang Maass, Christopher M. Bishop

The MIT Press, 2001

relatively current
Pulsed Neural Networks (90's), Artificial Intelligence (80's), Cybernetics (60's and 70's) Telephone Switch Board (10's and 20's) Hydrodynamics (1700 and 1800) it is amazing the names put on cognitive science through the years. This book is a symposium (13 small ...

Pattern Recognition And Machine Learning
Christopher M. Bishop

Springer Verlag, 2006

Pattern Recognition and Machine Learning (Information Science and Statistics)

Christopher M. Bishop

Springer, 2007

Probably the best book for machine learning
I am a PhD student in machine learning. Bishop is really gifted and he explains very well basic and advanced concepts of machine learning. I would say that this book is much more comprehensive than Hastie's Statistical learning book The Elements of Statistical ...