Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Event Classification with Multi-step Machine Learning


Jun 04, 2021
Masahiko Saito , Tomoe Kishimoto , Yuya Kaneta , Taichi Itoh , Yoshiaki Umeda , Junichi Tanaka , Yutaro Iiyama , Ryu Sawada , Koji Terashi


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

An Improvement of Object Detection Performance using Multi-step Machine Learnings


Jan 19, 2021
Tomoe Kishimoto , Masahiko Saito , Junichi Tanaka , Yutaro Iiyama , Ryu Sawada , Koji Terashi

* Submitted to ICIP 2021 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Fast convolutional neural networks on FPGAs with hls4ml


Jan 13, 2021
Thea Aarrestad , Vladimir Loncar , Maurizio Pierini , Sioni Summers , Jennifer Ngadiuba , Christoffer Petersson , Hampus Linander , Yutaro Iiyama , Giuseppe Di Guglielmo , Javier Duarte , Philip Harris , Dylan Rankin , Sergo Jindariani , Kevin Pedro , Nhan Tran , Mia Liu , Edward Kreinar , Zhenbin Wu , Duc Hoang

* 18 pages, 16 figures, 3 tables 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics


Aug 08, 2020
Yutaro Iiyama , Gianluca Cerminara , Abhijay Gupta , Jan Kieseler , Vladimir Loncar , Maurizio Pierini , Shah Rukh Qasim , Marcel Rieger , Sioni Summers , Gerrit Van Onsem , Kinga Wozniak , Jennifer Ngadiuba , Giuseppe Di Guglielmo , Javier Duarte , Philip Harris , Dylan Rankin , Sergo Jindariani , Mia Liu , Kevin Pedro , Nhan Tran , Edward Kreinar , Zhenbin Wu

* 15 pages, 4 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning representations of irregular particle-detector geometry with distance-weighted graph networks


Feb 21, 2019
Shah Rukh Qasim , Jan Kieseler , Yutaro Iiyama , Maurizio Pierini

* 15p 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email