Abstract: Recently, transformer-based large language models (LLMs), shown in Fig. 20.5.1, are widely used, and even on-device LLM systems with real-time responses are anticipated [1]. Many transformer ...

Abstract: Spiking-Neural-Networks (SNNs) have been studied for a long time, and recently have been shown to achieve the same accuracy as Convolutional-Neural-Networks (CNNs). By using CNN-to-SNN ...

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School of Physics, Georgia Institute of Technology, Atlanta, GA, United States We present an overview of the key ideas and skills necessary to begin implementing tensor network methods numerically, ...