Detail publikace

Fast and Energy Efficient AdaBoost Classifier

Originální název

Fast and Energy Efficient AdaBoost Classifier

Anglický název

Fast and Energy Efficient AdaBoost Classifier

Jazyk

en

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.

BibTex


@inproceedings{BUT103541,
  author="Filip {Kadlček} and Otto {Fučík}",
  title="Fast and Energy Efficient AdaBoost Classifier",
  annote="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.",
  address="Association for Computing Machinery",
  booktitle="FPGAWorld'13",
  chapter="103541",
  edition="NEUVEDEN",
  howpublished="online",
  institution="Association for Computing Machinery",
  year="2013",
  month="september",
  pages="1--5",
  publisher="Association for Computing Machinery",
  type="conference paper"
}