Applications of Technology: High-speed, low-power processing for deep neural networks Deep learning for resource constrained applications Image analysis and digit recognition Benefits: Ultra-low power consumption High processing speeds Less memory required than other ML models (useful for cold temperatures) Interpretability of model decisions … [Read more...] about Superconducting Tsetlin Machines for Efficient Deep Neural Networks 2024-078
Cost-Effective Single-Bunch Extraction Technique for Cyclotrons 2024-051
Applications of Technology: Improved radiotherapy dose delivery and control Materials analysis and characterization High-precision nuclear and particle physics experiments Benefits: More precise tumor targeting, reduced unnecessary radiation exposure Minimal modifications to cyclotron systems Utilization of off-the-shelf high-voltage … [Read more...] about Cost-Effective Single-Bunch Extraction Technique for Cyclotrons 2024-051
Advanced Imaging Using Short-wave Infrared Upconverting Nanoparticles 2024-162
Applications of Technology: Deep-tissue biological imaging Subsurface material analysis Night vision technology Detector development Benefits: Enables imaging in previously inaccessible wavelengths Deep subsurface access and reduced photodamage in imaging applications Customization of excitation and emission profiles Background: Existing imaging … [Read more...] about Advanced Imaging Using Short-wave Infrared Upconverting Nanoparticles 2024-162