How do microchips contribute to artificial intelligence and machine learning applications? Explain the concept of AI accelerators and their integration into microchips.

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
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How do microchips contribute to artificial intelligence and machine learning applications? Explain the concept of AI accelerators and their integration into microchips.

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Step 1: Introduction to microchips.

In the dynamic realm of artificial intelligence and machine learning, where data-driven insights and intelligent decision-making have become the cornerstone of innovation, the humble microchip emerges as a silent hero. These tiny, silicon-based marvels are the unsung champions of computational power, facilitating the extraordinary feats of AI and ML. Yet, their significance goes beyond mere processing; it lies in their ability to harness specialized hardware accelerators, specifically designed to breathe life into AI algorithms. In this exploration, embark on a journey to understand how microchips are the linchpin of AI and ML applications, and how the integration of AI accelerators transforms them into powerhouses of efficiency. Together, delve into the inner workings of these technological wonders and uncover how they are shaping the future of AI-driven solutions.

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