Search Results - artificial+intelligence+(ai)+%26+machine+learning

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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
Photoactivated Selective Release (PHASR) of Droplets from Microwell Arrays
A photoresponsive polymer layer that can be integrated into microfluidic devices for selective release of unique droplets Problem: Droplet microfluidics are used for single molecule detection and analysis, such as isolation of protein biomarkers for monitoring of disease progression. Current techniques for recovering unique molecules or cells from droplet...
Published: 8/2/2024   |   Inventor(s): Daeyeon Lee, Junhyong Kim, Yongwon Choi, Syung-Hun Han
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Microfluidics, Nanotechnology
Category(s): Technology Classifications > Chemical Processes and Synthesis, Technology Classifications > Research Tools & Reagents
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
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
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
Versatile Algorithm For Safe And Accurate Deep Learning
Model-based robust deep learning algorithms allow for more accurate and robust predictions in varying environmental conditions. Problem: In applications that rely on safe and reliable predictions such as autonomous vehicles, medical imaging, and robotics, it is essential that the prediction systems be made robust against nuisance variability such...
Published: 10/16/2023   |   Inventor(s): George Pappas, Seyed Hamed Hassani, Alexander Beck Robey
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Autonomous Vehicles
Category(s): Technology Classifications > Computer Information Systems
Spine TK: Deep Learning AI Toolkit for Spine Health Assessment
Fast quantification of spine fractures, curvature, vertebral deformities, vertebral texture, vertebral strength, bone density, and intervertebral disk measurements using CT, MR, DXA, PET, or X-ray images for evaluation of spine health and surgery planning. Problem: Bone mass and quality deficiencies are the leading cause of bone disease in the United...
Published: 6/5/2024   |   Inventor(s): Chamith Rajapakse
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Orthopedics, Radiology, Software
Category(s): Technology Classifications > Diagnostics, Technology Classifications > Imaging
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