131 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- California Institute of TechnologyUS2 papers
- Columbia UniversityUS2 papers
- European Organization for Nuclear ResearchCH2 papers
- Massachusetts Institute of TechnologyUS2 papers
- Purdue University West LafayetteUS2 papers
- The University of TokyoJP2 papers
- University of California San DiegoUS2 papers
- University of Illinois ChicagoUS2 papers
- Case Western Reserve UniversityUS1 paper
- Fermi National Accelerator LaboratoryUS1 paper
- Gates (United States)US1 paper
- Institute of Physics BelgradeRS1 paper
4 papers
Fast convolutional neural networks on FPGAs with hls4ml
Thea Aarrestad, Vladimir Loncar, Nicolò Ghielmetti +17
We introduce an automated tool for deploying ultra low-latency, low-power deep neural networks with convolutional layers on FPGAs. By extending the hls4ml library, we demonstrate a…
Clinical Micro-CT Empowered by Interior Tomography, Robotic Scanning, and Deep Learning
Mengzhou Li, Zheng Fang, Wenxiang Cong +6
While micro-CT systems are instrumental in preclinical research, clinical micro-CT imaging has long been desired with cochlear implantation as a primary example. The structural det…
Distance-Weighted Graph Neural Networks on FPGAs for Real-Time Particle Reconstruction in High Energy Physics
Yutaro Iiyama, Gianluca Cerminara, Abhijay Gupta +19
Graph neural networks have been shown to achieve excellent performance for several crucial tasks in particle physics, such as charged particle tracking, jet tagging, and clustering…
The particle in a box in PT quantum mechanics and an electromagnetic analog
Anirudh Dasarthy, Joshua P. Isaacson, Katherine Jones-Smith +2
In PT quantum mechanics a fundamental principle of quantum mechanics, that the Hamiltonian must be hermitian, is replaced by another set of requirements, including notably symmetry…