Publication detail

Fast and Energy Efficient AdaBoost Classifier

KADLČEK, F. FUČÍK, O.

Original Title

Fast and Energy Efficient AdaBoost Classifier

Type

article in a collection out of WoS and Scopus

Language

English

Original Abstract

The paper presents a new concept of creating an energy and computation effective AdaBoost classifier systems. The presented method is mainly novel in the way how it divides and accelerates an AdaBoost classifier into two parts - a pre-processing and a post-processing unit. Pre-processing unit is designed to process a major part of the computational operations of the AdaBoost algorithm but it is also helps in an energy savings.

Keywords

AdaBoost, FPGA, preprocessing unit, energy efficient computation

Authors

KADLČEK, F.; FUČÍK, O.

RIV year

2013

Released

12. 9. 2013

Publisher

Association for Computing Machinery

Location

Copenhagen and Stockholm

ISBN

978-1-4503-2496-0

Book

FPGAWorld'13

Pages from

1

Pages to

5

Pages count

5

BibTex

@inproceedings{BUT103541,
  author="Filip {Kadlček} and Otto {Fučík}",
  title="Fast and Energy Efficient AdaBoost Classifier",
  booktitle="FPGAWorld'13",
  year="2013",
  pages="1--5",
  publisher="Association for Computing Machinery",
  address="Copenhagen and Stockholm",
  isbn="978-1-4503-2496-0"
}