Keynote: small neural nets are beautiful: enabling embedded systems with small deep-neural- network architectures

@article{Iandola2017KeynoteSN,
  title={Keynote: small neural nets are beautiful: enabling embedded systems with small deep-neural- network architectures},
  author={Forrest N. Iandola and Kurt Keutzer},
  journal={2017 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS)},
  year={2017},
  pages={1-10}
}
Over the last five years Deep Neural Nets have offered more accurate solutions to many problems in speech recognition, and computer vision, and these solutions have surpassed a threshold of acceptability for many applications. As a result, Deep Neural Networks have supplanted other approaches to solving problems in these areas, and enabled many new applications. While the design of Deep Neural Nets is still something of an art form, in our work we have found basic principles of design space… CONTINUE READING