Hamed Fatemi Langroudi

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 9

Top Topics

Adaptive Quantization

Top Venues

Publications

Hamed Fatemi Langroudi, Vedant Karia, Tej Pandit, Becky Mashaido, Dhireesha Kudithipudi
ACTION: Automated Hardware-Software Codesign Framework for Low-precision Numerical Format SelecTION in TinyML. CoNGA (2022)
Hamed Fatemi Langroudi, Vedant Karia, Tej Pandit, Dhireesha Kudithipudi
TENT: Efficient Quantization of Neural Networks on the tiny Edge with Tapered FixEd PoiNT. CoRR (2021)
Hamed Fatemi Langroudi, Vedant Karia, Zachariah Carmichael, Abdullah M. Zyarah, Tej Pandit, John L. Gustafson, Dhireesha Kudithipudi
ALPS: Adaptive Quantization of Deep Neural Networks With GeneraLized PositS. CVPR Workshops (2021)
Hamed Fatemi Langroudi, Vedant Karia, John L. Gustafson, Dhireesha Kudithipudi
Adaptive Posit: Parameter aware numerical format for deep learning inference on the edge. CVPR Workshops (2020)
Hamed Fatemi Langroudi, Zachariah Carmichael, David Pastuch, Dhireesha Kudithipudi
Cheetah: Mixed Low-Precision Hardware & Software Co-Design Framework for DNNs on the Edge. CoRR (2019)
Zachariah Carmichael, Hamed Fatemi Langroudi, Char Khazanov, Jeffrey Lillie, John L. Gustafson, Dhireesha Kudithipudi
Deep Positron: A Deep Neural Network Using the Posit Number System. DATE (2019)
Hamed Fatemi Langroudi, Zachariah Carmichael, Dhireesha Kudithipudi
Deep Learning Training on the Edge with Low-Precision Posits. CoRR (2019)
Hamed Fatemi Langroudi, Cory E. Merkel, Humza Syed, Dhireesha Kudithipudi
Exploiting Randomness in Deep Learning Algorithms. IJCNN (2019)
Zachariah Carmichael, Hamed Fatemi Langroudi, Char Khazanov, Jeffrey Lillie, John L. Gustafson, Dhireesha Kudithipudi
Performance-Efficiency Trade-off of Low-Precision Numerical Formats in Deep Neural Networks. CoRR (2019)