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.

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.

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.

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

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.

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.

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.

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 the given images.

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.

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.

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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