APPLICATIONS OF TECHNOLOGY: Any application where efficient and high-performance multiplication operations are required, such as: Digital signal processing Scientific computing Communication systems Machine learning/artificial intelligence systems BENEFITS: Faster operations Lower area requirements Dense computation capabilities BACKGROUND: In … [Read more...] about Efficient Temporal Arithmetic Logic Design for Faster Superconducting RSFQ Logic 2023-027
High Performance Computing
Energy-efficient Nonlinear Optical Micro-Device Arrays 2023-160
APPLICATIONS OF TECHNOLOGY: Energy efficient all optical control (i.e. optical transistors) All-optical neural networks Analog computing based on light Real-time image processing BENEFITS: Energy efficient Highly parallel Compatible with incoherent light such as LEDs and ambient light. BACKGROUND: Optical computing has been sought after for many … [Read more...] about Energy-efficient Nonlinear Optical Micro-Device Arrays 2023-160
RSFQ Multiple Output Toggle Flip Flop for Area Efficient Superconducting Digital Computing 2023-037
APPLICATIONS OF TECHNOLOGY: Rapid Single-Flux Quantum (RSFQ) circuits for superconducting digital computing in applications such as: High-speed and low power digital circuits Quantum computing Cryo-sensors HPC accelerators Datacenters BENEFITS: Methodology can design a toggle flip-flop with any number of outputs Reduction in area, power, and … [Read more...] about RSFQ Multiple Output Toggle Flip Flop for Area Efficient Superconducting Digital Computing 2023-037
Unary Single Flux Quantum (U-SFQ) Architecture for Scaling Superconducting Accelerators 2021-112
APPLICATIONS OF TECHNOLOGY: Applications that require high performance computing or high performance digital communications, such as: Artificial intelligence/Machine learning Image and video processing Digital signal processing Infrared sensors Space exploration equipment Quantum technology BENEFITS: Better performance and lower power/energy … [Read more...] about Unary Single Flux Quantum (U-SFQ) Architecture for Scaling Superconducting Accelerators 2021-112
An Area-efficient Superconducting Unary Convolutional Neural Network (CNN) Accelerator for High Performance Computing Systems 2022-056
APPLICATIONS OF TECHNOLOGY: Applications that require high performance computing using convolutional neural networks (CNNs), like: Data mining Medical imaging Autonomous vehicles National defense/security Scientific research Control circuits for quantum computing BENEFITS: More energy efficient than existing CNN hardware accelerators Smaller form … [Read more...] about An Area-efficient Superconducting Unary Convolutional Neural Network (CNN) Accelerator for High Performance Computing Systems 2022-056