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ETHEM ALPAYDIN The MIT Press, 2010
 

Summary: ETHEM ALPAYDIN
© The MIT Press, 2010
alpaydin@boun.edu.tr
http://www.cmpe.boun.edu.tr/~ethem/i2ml2e
Lecture Slides for
Neural Networks
Networks of processing units (neurons) with connections
(synapses) between them
Large number of neurons: 1010
Large connectitivity: 105
Parallel processing
Distributed computation/memory
Robust to noise, failures
3Lecture Notes for E Alpaydin 2010 Introduction to Machine Learning 2e © The MIT Press (V1.0)
Understanding the Brain
Levels of analysis (Marr, 1982)
1. Computational theory
2. Representation and algorithm
3. Hardware implementation
Reverse engineering: From hardware to theory

  

Source: Alpaydın, Ethem - Department of Computer Engineering, Bogaziçi University

 

Collections: Computer Technologies and Information Sciences