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Introduction: The Dichotomy of Modern AI Acceleration The field of artificial intelligence is defined by a fundamental conflict: an insatiable, exponentially growing demand for computational power clashing with the physical Read More …
Introduction: The Dichotomy of Modern AI Acceleration The field of artificial intelligence is defined by a fundamental conflict: an insatiable, exponentially growing demand for computational power clashing with the physical Read More …
Section 1: The Architectural Imperative for Brain-Inspired Computing The relentless advancement of artificial intelligence (AI) has exposed a fundamental schism between the demands of modern algorithms and the capabilities of Read More …
Executive Summary The relentless progress in artificial intelligence (AI) has been largely propelled by deep learning models running on conventional von Neumann architectures, such as GPUs and TPUs. While these Read More …