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
High Performance Computing
Packet-Switched Superconducting Temporal Network Operations Center (NoC) 2022-030
APPLICATIONS OF TECHNOLOGY: Superconducting digital (non-quantum) computing BENEFITS: System can take better advantage of the strengths of superconducting computing and at larger scales Higher throughput per unit area compared to existing superconducting networks Accepts more data representations than other superconducting computing … [Read more...] about Packet-Switched Superconducting Temporal Network Operations Center (NoC) 2022-030
Non-local Antiferromagnetic Memory Storage 2022-013
APPLICATIONS OF TECHNOLOGY: Incorporated into spintronic-based computer hardware as a method of transporting and storing information in antiferromagnetic (AFM) bits Non-local sensor BENEFITS: AFM switches perform faster and with less energy compared with ferromagnetic switches BACKGROUND: Past work has included researchers’ initial discovery of switching … [Read more...] about Non-local Antiferromagnetic Memory Storage 2022-013
Hecate: Data-driven, Machine Learning Augmented Dynamic Path Optimization for Network Performance 2021-010
APPLICATIONS OF TECHNOLOGY: Packet route calculation using real-time dynamic path optimization BENEFITS: Offers more reliable and optimal network performance compared to previous technologies BACKGROUND: Packet route calculation for traffic is routed through a large network based on label stack, such as in segment routing cases and SDN-controlled networks. … [Read more...] about Hecate: Data-driven, Machine Learning Augmented Dynamic Path Optimization for Network Performance 2021-010
A Novel Design Method for On-Chip Superconducting Networks Using Race Logic 2021-009
APPLICATIONS OF TECHNOLOGY: Quantum Computing High performance computing (HPC) Machine learning National security computing BENEFITS: Implements both data and control paths using race logic Increases device performance per unit area Produces higher throughput per port per Josephson Junction compared to best performing state of the art on-chip … [Read more...] about A Novel Design Method for On-Chip Superconducting Networks Using Race Logic 2021-009