Grid Modernization Technologies Hardware Technologies Software Technologies Hardware Technologies Locating Potential Transformer Failures in the Power Grid (2017-111) This invention is used to locate the position of partial discharge events in the power grid based on the information from a set of ultra-high frequency (UHF) sensors from the transformer. Monitoring … [Read more...] about Grid Modernization
Computing Sciences
Protocol for Computing Polynomial on Quantum State 2024-155
Applications of Technology: Signal and image processing Integration of polynomial over multi-dimensional support Quantum machine learning Quantum sensing Constraint Satisfaction Problems and quantum optimization Domain-based simulations (physics, chemistry, etc.) Financial modeling Benefits: Polynomial transformations using commercially-available … [Read more...] about Protocol for Computing Polynomial on Quantum State 2024-155
Superconducting Tsetlin Machines for Efficient Deep Neural Networks 2024-078
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
Low Temperature Synthesis of High Entropy Materials for Improved Semiconductors 2024-010
APPLICATIONS OF TECHNOLOGY: Applications involving semiconductors, including: Optoelectronics (e.g., LEDs, displays) Computer chips BENEFITS: Faster, lower energy, and scalable synthesis procedure BACKGROUND: High entropy materials offer a promising avenue for the development of advanced semiconductors, due to their tailorable properties and enhanced … [Read more...] about Low Temperature Synthesis of High Entropy Materials for Improved Semiconductors 2024-010
Superconducting-Oscillatory Neural Network with Pixel Error Detection for Image Recognition 2023-028
APPLICATIONS OF TECHNOLOGY: High-speed image recognition Energy-efficient neuromorphic computing, quantum computing Pattern recognition with error detection Low-power digital systems BENEFITS: Significantly lower power consumption compared to traditional CMOS-based systems. Utilizes superconducting RSFQ technology for enhanced processing speed and … [Read more...] about Superconducting-Oscillatory Neural Network with Pixel Error Detection for Image Recognition 2023-028