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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

Multimedia Web Search Based on a Novel Similarity Search System

Princeton Docket # 05-2158 To date, there is no practical similarity search engine for general-purpose high-dimensional data and there is no index engine for similarity search. Current search engines such as the Google search engine perform exact searches on text documents and text annotations of non-text data. Researchers at Princeton...

Published: 4/12/2023 | Inventor(s): Kai Li, Moses Charikar, Qin Lv

Keywords(s): computers/software

Category(s): Computer Science and Information Technology