Detail publikačního výsledku

Fast and Energy Efficient AdaBoost Classifier

KADLČEK, F.; FUČÍK, O.

Originální název

Fast and Energy Efficient AdaBoost Classifier

Anglický název

Fast and Energy Efficient AdaBoost Classifier

Druh

Stať ve sborníku mimo WoS a Scopus

Originální abstrakt

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.

Anglický abstrakt

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.

Klíčová slova

AdaBoost, FPGA, preprocessing unit, energy efficient computation

Klíčová slova v angličtině

AdaBoost, FPGA, preprocessing unit, energy efficient computation

Autoři

KADLČEK, F.; FUČÍK, O.

Rok RIV

2014

Vydáno

12.09.2013

Nakladatel

Association for Computing Machinery

Místo

Copenhagen and Stockholm

ISBN

978-1-4503-2496-0

Kniha

FPGAWorld'13

Strany od

1

Strany do

5

Strany počet

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"
}