bradford networks statistics recognition

books:

Pattern Recognition and Machine Learning (Information Science and Statistics)

41 reviews
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 Learning. Very good illustrations and very complete. I would definitely recommend it for those who want to learn statistical/machine ...

Pulsed Neural Networks (Bradford Books)

2 reviews
MIT Press

The MIT Press, 1998

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 books) on developing hardware devices capable of replacing or enhancing neurological functions. Using modeling techniques to duplicate ...

Pattern Recognition And Machine Learning
Christopher M. Bishop

Springer Verlag, 2006

Neural Networks and Machine Learning

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 widely acknowledged that successful applications of neural computing require a principled, rather than ...

Neural Networks Pattern Recognition

20 reviews
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.