Search Results - computer+science+and+information+technology

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Training neural networks with a hybrid optimization method of genetic and gradientdescent algorithms
Training Neural Networks with a Hybrid Optimization Method of Genetic and Gradient Descent Algorithms Princeton Docket # 25-4214 Neural networks are a powerful class of machine learning model that learn to perform useful operations such as classification, inference, and generation, and can be applied to a range of tasks, such as analysis and generating...
Published: 1/7/2025   |   Inventor(s): Benjamin Midler
Keywords(s):  
Category(s): Computer Science and Information Technology
AutoPersuade: A framework for generating, evaluating and, revising arguments
AutoPersuade: A framework for generating, evaluating and, revising arguments Princeton Docket # 24-4141-1 AutoPersuade is an innovative framework for generating, evaluating, and refining persuasive arguments. This technology offers a comprehensive solution for organizations and individuals seeking to create more effective messaging across various...
Published: 11/4/2024   |   Inventor(s): Brandon Stewart, Till Raphael Saenger, Musashi Hinck, Justin Grimmer
Keywords(s):  
Category(s): Computer Science and Information Technology
Methods for data multiplexing in neural networks
Methods for data multiplexing in neural networks Princeton Docket # 22-3898-1 Current neural network architectures, particularly Transformers, face significant challenges due to their GPU-memory intensity, which limits throughput and increases time and energy costs during training and deployment. To address this issue, Princeton University researchers...
Published: 10/21/2024   |   Inventor(s): Karthik Narasimhan, Vishvak Murahari, Carlos Jimenez, Runzhe Yang, Kai Li, Ameet Deshpande, Yushan Su
Keywords(s):  
Category(s): Computer Science and Information Technology
Peak Electric Load Prediction
Peak Electric Load Prediction Princeton Docket # 24-4155-1 In today's energy landscape, commercial and industrial users face escalating peak demand charges, which can significantly impact their operating costs. These charges, determined by the highest levels of energy consumption during peak periods, can account for 10% to 40% of a customer's...
Published: 9/30/2024   |   Inventor(s): Rene' Carmona, Xinshuo Yang, Claire Zeng
Keywords(s):  
Category(s): Computer Science and Information Technology
Systems and Methods for Analyzing Genetic Data for Assessment of Gene Regulatory Activity in Disease Prediciton, Diagnosis and Treatment
Systems and Methods for Analyzing Genetic Data for Assessment of Gene Regulatory Activity in Disease Prediction, Diagnosis and Treatment Princeton Docket # 21-3806 Sequence is at the basis of how the genome and its variations shape chromatin organization, regulate gene expression, and impact traits and diseases. Epigenomic profiling efforts have...
Published: 12/6/2023   |   Inventor(s): Olga Troyanskaya, Kathleen Chen, Jian Zhou
Keywords(s):  
Category(s): Biotechnology/Pharmaceuticals, Medical Devices/Diagnostics, Computer Science and Information Technology
ReChat - An Integrated and Interactive Chat Suite for Online Survey Experiments
ReChat - An Integrated and Interactive Chat Suite for Online Survey Experiments Princeton Docket # 21-3825 ReChat is an integrated and interactive chat suite that can be used by an individual researcher or research team to perform chat-based studies on any given topic. It allows researchers to administer, monitor, and analyze live conversations. ReChat...
Published: 9/6/2022   |   Inventor(s): Xiaoxiao Shen
Keywords(s):  
Category(s): Computer Science and Information Technology
A New Tool for Gene x Enviroment (GxE) Research - Variation Polygenic Score (vPGS)
A New Tool for Gene x Environment (GxE) Research - Variation Polygenic Score (vPGS) Docket # 21-3797Researchers in the Department of Sociology at Princeton University have developed an algorithm to calculate a particular type of genetic score, Variation Polygenic Score – vPGS, based on genotypic information that is provided by commercially...
Published: 9/6/2022   |   Inventor(s): Dalton Conley
Keywords(s):  
Category(s): Biotechnology/Pharmaceuticals, Computer Science and Information Technology
Trendme- Ratings in Real Time for Bettter Decisions for Consumer Goods and for Providers in Improved Services and Goods
Trendme - Ratings in Real Time for Better Decisions for Consumers and for Providers in Improved Services and GoodsDocket # 21-3769Researchers in the Department of Sociology at Princeton University and in the Department of Psychology at Hunter College have developed a new process by which consumers and/or producers of goods and/or services can organize...
Published: 7/9/2024   |   Inventor(s): Dalton Conley, Ofer Tchernichovski
Keywords(s):  
Category(s): Computer Science and Information Technology
Data-Driven, Photorealistic Social Face-Trait Encoding, Prediction, and Manipulation Using Deep Neural Networks
Data-Driven, Photorealistic Social Face-Trait Encoding, Prediction, and Manipulation Using Deep Neural NetworksPrinceton Docket # 19-3597When one looks at a face, one cannot help but ‘read’ it: in the blink of an eye, people form reliable impressions of both transient psychological states (e.g., happiness) and stable character traits (e.g.,...
Published: 12/6/2023   |   Inventor(s): Alexander Todorov, Stefan Uddenberg, Joshua Peterson, Thomas Griffiths, Jordan Suchow
Keywords(s):  
Category(s): Computer Science and Information Technology
An Automated System to Measure Animal Body Part Dynamics
SLEAP (Social LEAP Estimates Animal Poses): An Automated System to Measure Multi-Animal Body Part Dynamics Princeton Docket # 19-3510 Analysis of lab animal movements is a key element in a variety of behavioral studies. The current standard for analyzing animal movement relies on manual video annotation, which is time consuming, mentally...
Published: 11/25/2024   |   Inventor(s): Joshua Shaevitz, Mala Murthy, Talmo Pereira, Diego Aldarondo
Keywords(s):  
Category(s): Biotechnology/Pharmaceuticals, Computer Science and Information Technology
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