APPLICATIONS OF TECHNOLOGY: Applications that utilize sparse graph or matrix algorithms in their computational workloads, like: Scientific computing Machine learning Social network analysis Image and signal processing BENEFITS: Improved sparse accumulation (SPA) throughput Improved core utilization Reduced energy consumption Minimal hardware … [Read more...] about A Hardware Accelerator for Optimized Sparse Accumulation in High Performance Computing 2022-066
Computing Sciences
Sequence-Defined Polypeptoids for Area-Selective Deposition for Reducing Edge Placement Error in Semiconductor Fabrication 2023-047
APPLICATIONS OF TECHNOLOGY: Applications that relate to advanced semiconductor fabrication, such as: Advanced lithography for advanced semiconductor devices, such as for sub-5 nm node chips High density interconnects for advanced microelectronic devices BENEFITS: Faster growth in a single deposition cycle compared to other methods Minimal to no lateral … [Read more...] about Sequence-Defined Polypeptoids for Area-Selective Deposition for Reducing Edge Placement Error in Semiconductor Fabrication 2023-047
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
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