Search Results - jian+meng

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Learning Sparse Features for Self-Supervised Learning with Contrastive Dual Gating
The success of conventional supervised learning relies on large-scale labeled datasets to achieve high accuracy. However, annotating millions of data samples is labor-intensive and time-consuming. This promotes self-supervised learning as an attractive solution with artificial labels being used instead of human-annotated ones for training. Contrastive...
Published: 6/2/2023   |   Inventor(s): Jae-Sun Seo, Jian Meng, Li Yang, Deliang Fan
Keywords(s): Algorithm Development, Machine Learning, Performance Optimization, PS-Computing and Information Technology
Category(s): Computing & Information Technology, Physical Science
Temperature-Resilient RRAM-Based In-Memory Computing for DNN Inference
Deep neural networks (DNNs) have shown extraordinary performance in recent years for various applications, including image classification, object detection, speech recognition, etc. Accuracy-driven DNN architectures tend to increase model sizes and computations in a very fast pace, demanding a massive amount of hardware resources. Frequent communication...
Published: 5/2/2023   |   Inventor(s): Jae-Sun Seo, Jian Meng, Li Yang, Deliang Fan
Keywords(s): Algorithm Development, Machine Learning, Memory, Neural Computing, PS-Computing and Information Technology
Category(s): Computing & Information Technology, Physical Science
Hardware-Noise-Aware Training for Improved Accuracy of In-Memory-Computing-Based Deep Neural Networks
­Background Deep neural networks (DNNs) have been very successful in large-scale recognition tasks, but they exhibit large computation and memory requirements. To address the memory bottleneck of digital DNN hardware accelerators, in-memory computing (IMC) designs have been presented to perform analog DNN computations inside the memory. Recent IMC...
Published: 2/23/2023   |   Inventor(s): Sai Kiran Cherupally, Jae-Sun Seo, Deliang Fan, Shihui Yin, Jian Meng
Keywords(s): Algorithm Development, Artificial Intelligence, Electronics, Neural Computing
Category(s): Physical Science, Computing & Information Technology, Intelligence & Security
Bi-Functional RGD Peptide and a Co-Signaling Mechanism to Promote Therapeutic Angiogenesis
Bi-Functional RGD Peptide to Promote Therapeutic Angiogenesis, Treat Ischemic Diseases Technology: While previous studies have focused on the identification of biological ligands to improve the functions of endothelial cells, MUSC and Clemson University researchers have combined modern bioinformatics and a newly established peptide functionalized...
Published: 3/23/2023   |   Inventor(s): Chung-Jen (James) Chou, Ying Mei, Jia Jia
Keywords(s):  
Category(s): BioPharma
Identification of Women Who May or May Not Benefit From Certain Invention for Preventing Preterm Birth Based On Bacterial Taxa In The Cervix
 
Published: 5/25/2020   |   Inventor(s): Siu Chung Stephen Chim, Keun Young Lee, Ka Wing Wong, Meng Meng, Tak Yeung Leung
Keywords(s):  
Category(s): Diagnostics
Recombinant RSV Strains Expressing Renilla Luciferase and G & F Proteins
Application Recombinant respiratory syncytial virus (RSV) strains expressing the G and F Proteins from RSV strains as well as renilla luciferase for use in drug and vaccine screening. Key Benefits Provides new and needed tool for screening potential RSV therapies, ensuring they are broadly effective against multiple, distinct strains of the virus....
Published: 7/30/2024   |   Inventor(s): Martin Moore, Jia Meng
Keywords(s): Immunology/Inflammation, Microbiology/Infectious Diseases, Respiratory
Category(s): TechPub Algolia > Research Tools, TechPub Algolia > Vaccines