wall charts
extreme learning machine
this book introduces the newly developed extreme learning machine elm including its theories and learning algorithms . elm is a unified framework of broad type of generalized single hidden layer feedforward networks . unlike traditional popular learning methods elm requires less human interventions and can run thousands times faster than those conventional methods . elm automatically determines all the network parameters analytically which avoids trivial human intervention and makes it efficient in online and real time applications . the topics covered in this book are as follow conventional learning theories and learning algorithms ; learning theory of extreme learning machine ; basic extreme learning machine ; incremental extreme learning machine ; online sequential extreme learning machine ; applications of extreme learning machine . source codes for implementing elm applications in matlab will be included for readers to quickly apply the technique . it is suitable as a project oriented coursework text for graduate students as well as for researchers or system developers to quickly deploy elm in actual problem solving .