Search Results - data+science

17 Results Sort By:
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
R/ECON™ I-O: An Economic Impact Model
Invention Summary: The R/ECONTM Input-Output Model (I-O) shows how sectors of an economy interact. For a given industry, the model shows the “production recipe” for the goods and services the industry sells and the shares of its revenues that are consumed by other industries in the economy. The R/ECONTM I-O model’s generates estimates...
Published: 6/5/2024   |   Inventor(s): Michael Lahr
Keywords(s): Data Science
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms
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
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
Hidden Antibiotics In The Human Proteome For The Treatment Of Antibiotic-Resistant Infections
Antimicrobial peptides computationally mined from the human proteome. Problem: Novel antibiotics are needed to counter the emergence of drug-resistant bacteria as traditional discovery approaches have not yielded new classes of antimicrobials for decades. Antimicrobial resistance (AMR) is a growing public health concern and, thus far, no significant...
Published: 1/5/2024   |   Inventor(s): Cesar de la Fuente-Nunez, Marcelo Der Torossian Torres, Marcelo Dos Reis Melo
Keywords(s): Bioengineering, Data Science, Infectious Disease, Protein/Peptide (Non-Antibody)
Category(s): Technology Classifications > Therapeutics
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
Automated Failure Prediction System for Transportation Infrastructure
se; } ​Automated Infrastructure: Integration of Diverse Data Invention Summary: The degradation monitoring of transportation infrastructure such as roads and railways, in the US faces challenges due to the vastness of the network and limited resources for continuous inspection. There is a need for predictive maintenance and life-cycle management...
Published: 12/17/2024   |   Inventor(s): Xiang Liu
Keywords(s): Data Science
Category(s): Technology Classifications > Software & Copyright, Technology Classifications > Software & Algorithms
Machine learning algorithm derives scalable functional structures from natural evolutionary designs for aerospace engineering
A method to adapt natural structures for use in engineering and design applications. Problem: Due to evolutionary pressures, structural systems in nature are optimized for their specific function and form. However, these specific constraints create difficulties for humans in interpreting and understanding the underlying design rules. For example,...
Published: 6/25/2024   |   Inventor(s): Masoud Akbarzadeh, Hao Zheng
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Platform Technology, Software
Category(s): Technology Classifications > Computer Information Systems
Cloud-Based Machine Learning Platform for Real-Time Clinical Image Analysis
A cloud-based machine learning platform accessible by clinicians for real-time image analysis supporting multiple machine learning algorithms. Problem: Recent developments in deep-learning algorithms have led to a rapid rise in the use of machine learning for diagnostic image analysis. This application of machine learning and artificial intelligence...
Published: 10/16/2023   |   Inventor(s): Walter Witschey, Ari Borthakur
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Healthcare IT, Platform Technology, Radiology, Software
Category(s): Technology Classifications > Diagnostics, Technology Classifications > Research Tools & Reagents, Technology Classifications > Computer Information Systems, Technology Classifications > Imaging
Machine learning device for quickly identifying tissue malignancy during live surgery
Machine learning device for quickly identifying tissue malignancy during live surgery. Problem: When a patient presents with potentially malignant pulmonary tissue via pre-operative imaging, surgery and early removal of the cancerous tissue is their best avenue for treatment. However, when proceeding with the operation, the surgeon must remove a...
Published: 2/12/2024   |   Inventor(s): Sunil Singhal, Gregory Kennedy, Feredun Azari, Sardar Azari
Keywords(s): Artificial Intelligence (AI) & Machine Learning, Data Science, Oncology, Platform Technology, Pulmonary, Radiology, Software
Category(s): Technology Classifications > Diagnostics, Technology Classifications > Medical Devices, Technology Classifications > Computer Information Systems, Technology Classifications > Imaging
1 2