Dropout Technique for Image Classification

ISBN-13: 9786203931198 / Angielski / Miękka / 104 str.

A.P. Siva Kumar; Tejaswini K; Chidananda K

Opis

An extreme learning machine (ELM) is a feed-forward neural network (FFN). It is playing a crucial role in image classification and it is a simple method for features learning and ELM is frequently used in sequential learning, batch learning, and incremental learning because of these leanings ELM is learning faster, speed, good generalization ability, ease of implementation and efficiency in classifications. In this work, we propose two stages: the feature mapping stage, feature learning stage in an extreme learning machine.

O autorze

Siva Kumar, A.P.Dr.A.P.Siva Kumar, Did his B.Tech from JNTUH, M.Tech from JNTUA, Ph.D from JNTUA in area of "Information Retrieval and Cross Lingual Intelligent Systems" in Year 2011. Recipient of Carrer Award for Young Teachers (CAYT) for the Financial Year 2013-14.