Search Results for author: Nir Regev

Found 2 papers, 0 papers with code

Analog, In-memory Compute Architectures for Artificial Intelligence

no code implementations13 Jan 2023 Patrick Bowen, Guy Regev, Nir Regev, Bruno Pedroni, Edward Hanson, Yiran Chen

This paper presents an analysis of the fundamental limits on energy efficiency in both digital and analog in-memory computing architectures, and compares their performance to single instruction, single data (scalar) machines specifically in the context of machine inference.

Approximating Aggregated SQL Queries With LSTM Networks

no code implementations25 Oct 2020 Nir Regev, Lior Rokach, Asaf Shabtai

We use LSTM network to learn the relationship between queries and their results, and to provide a rapid inference layer for predicting query results.

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