Dropout Technique for Image Classification: Extreme Learning Machine - Chidananda K,A. P. Siva Kumar,Tejaswini K
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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. ... Full description
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Description
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.
More Information
| Author | Chidananda K, A. P. Siva Kumar, Tejaswini K |
|---|---|
| Publisher | LAP LAMBERT Academic Publishing |
| Release year | 2021 |
| Cover type | Softcover |
| EAN | 9786203931198 |