Search Results - technology+classifications+%3e+computer+information+systems

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NetSpec: An Automatic And Fast Network Specification Synthesis Toolkit
A specification-by-example toolkit that generates formal network specifications using only input-output examples. Problem: Many modern computer systems run on networks like cloud clusters or distributed systems. However, the network protocols that support the operation and security of these systems are notoriously difficult to debug. Formal network...
Published: 11/19/2024   |   Inventor(s): Boon Loo, Haoxian Chen, Mayur Naik, Chenyuan Wu, Mukund Raghothaman
Keywords(s): Software
Category(s): Technology Classifications > Computer Information Systems
Physical Neural Network for Fast, Scalable, and Power-Efficient Machine Learning Computation
A physical embodiment of a locally-learning neural network, which learns faster than current CPU-based nets. Problem: Machine learning is a ubiquitous tool that has found uses in engineering, science, and medicine. Neural networks are some of the most powerful machine learning algorithms, but they train very slowly when they become large. This hampers...
Published: 10/24/2024   |   Inventor(s): Samuel Dillavou, Douglas Durian, Andrea Liu, Menachem (Nachi) Stern, Marc Miskin
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Electronic Materials, Internet of Things, Nanotechnology, Software
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components
PanoRadar: A High Resolution, Radio Frequency-Based 3D Imaging System
A radio frequency-based 3D imaging system that can generate LiDAR-comparable images with reduced power and processing needs. Problem: With the emergence of robotic and autonomous systems in areas such as transportation, search and rescue, construction, healthcare assistance, and warehouse management, radio frequency (RF) signal-based sensing and imaging...
Published: 8/26/2024   |   Inventor(s): Mingmin Zhao, Gaoxiang Luo, Yifei Li, Haowen Lai
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Autonomous Vehicles, Imaging Agents
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components, Technology Classifications > Imaging
SCALPEL or Secure Compartments Automatically Learned and Protected by Execution Using Lightweight Metadata
SCALPEL is a lightweight optimization tool for automatically compartmentalizing policies for hardware-accelerated enforcement in a tagged architecture. The tool also creates a layer or protection (or hardening) by learning and allowing certain privileges based on learned expectations. Problem: The languages of operating systems, device drivers and embedded...
Published: 8/2/2024   |   Inventor(s): Andre DeHon, Nicholas Roessler
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Internet of Things, Software
Category(s): Technology Classifications > Hardware & Components, Technology Classifications > Computer Information Systems
Antimicrobial Peptides (AMPs) Mined from Human Gut Metagenome Are Effective Against Antibiotic Resistant Pathogens
The collective genomes of the human gut microbiome, known as the metagenome, encode peptides that are effective against antibiotic-resistant bacteria. Problem: Antimicrobial resistance poses a major threat to public health. The development of drug-resistance outpaces traditional drug discovery approaches. As a result, the supply of drugs available to...
Published: 6/26/2024   |   Inventor(s): Cesar de la Fuente-Nunez, Marcelo Der Torossian Torres, Ami Bhatt, Erin Brooks
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Bioengineering, Infectious Disease, Microbiome, Protein/Peptide (Non-Antibody)
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Therapeutics
Virtual QA with High Predicted Accuracy for IMRT Treatment Plans
The course of radiation treatment of cancer patients has three major phases: Diagnostic and Prescription; Simulation and Quality Assurance; and Delivery. In Simulation and Quality Assurance (QA), a specific plan on how to deliver the prescribed radiation to the tumor is developed. Penn scientists have developed a software-based virtual Intensity...
Published: 6/24/2024   |   Inventor(s): Gilmer Valdes, Timothy Solberg
Keywords(s):  
Category(s): Technology Classifications > Computer Information Systems
High-Speed Computational Architecture For Reduced Latency In Big Data Processing
Novel computational architecture designs to reduce the latency time to process large volumes of data utilizing the reconfiguration of memory and storage; streamlining read/write functions to include computational logic within the register file; and programmable schedule and memory utilization within a configurable load/store unit. Problem: The execution...
Published: 11/8/2024   |   Inventor(s): Jing Li, Jialiang Zhang
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Software
Category(s): Technology Classifications > Hardware & Components, Technology Classifications > Computer Information Systems
A Flexible, Scalable, Low-Cost Integrated Photonics Processor With On-Chip Training
A flexible photonics processor enabling on-chip optimization of light-speed information processing without requiring complex fabrication. Problem: Integrated photonics processors allow for high-speed transmission of large-bandwidth data with unlimited parallelism. However, these integrated photonics processors require intricate construction, necessitating...
Published: 5/7/2024   |   Inventor(s): Liang Feng, Tianwei Wu, Marco Menarini, Zihe Gao
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Electronic Materials, Optics & Photonics 
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Hardware & Components, Technology Classifications > Materials
Efficient Data Processing: TeShu Unleashes Speed, Adaptability, And Simplified Optimization
A versatile system that optimizes and adapts data shuffling in distributed systems, simplifying complex operations and enhancing overall performance. Problem: Large-scale data analytics in modern data centers involve three main steps: workers process data independently (compute), preliminary results can be locally processed (combine), and data is...
Published: 6/18/2024   |   Inventor(s): Boon Loo, Vincent Liu, Qizhen Zhang, Jiacheng Wu
Keywords(s): Data Science, Software
Category(s): Technology Classifications > Computer Information Systems
Human-AI Hybrid Intelligence Model to Accurately Recognize and Segment Organs on Medical Scans 70% Faster Than Physicians
AAR-DL (Automatic Anatomy Recognition – Deep Learning) is a hybrid intelligence recognition and delineation segmentation model that outputs automatically delineated organs in medical images by combining natural intelligence’s (i.e., human knowledge’s) and artificial intelligence's strengths to map organs and their boundaries in...
Published: 6/24/2024   |   Inventor(s): Jayaram Udupa, Tiange Liu, Dewey Odhner, Chao Jin, Yubing Tong, Drew Torigian
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Healthcare IT, Oncology, Platform Technology, Radiology, Software
Category(s): Technology Classifications > Computer Information Systems, Technology Classifications > Diagnostics, Technology Classifications > Imaging
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