Abstract: The rapid scaling of large language models demands more efficient hardware. Quantization offers a promising trade-off between efficiency and performance. With ultra-low-bit quantization, ...
Abstract: The demand for efficient edge machine learning (ML) in Internet of Things (IoT) applications has driven interest in Microcontroller Unit (MCU)-based TinyML solutions, especially with the ...
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About a year ago, an AI startup known as Recogni announced a patented number system for AI math, known as Pareto. Pareto is a logarithmic system, meaning that it stores numbers using their logarithmic ...
Photochemical processes on the surfaces of illuminated metallic nanoparticles have shown outstanding efficiencies and may provide new, light-based strategies for inducing chemical transformations that ...
Single cell RNA sequencing (scRNA-seq) allows quantitative measurement and comparison of gene expression at the resolution of single cells. Ignoring the batch effects and zero inflation of scRNA-seq ...
Institute for Chemical and Bioengineering, Department of Chemistry and Applied Biosciences, ETH Zurich, Vladimir-Prelog-Weg 1, 8093 Zurich, Switzerland ...
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