AI Chip Architectures: Beyond The Von Neumann Bottleneck
The surge in artificial intelligence (AI) has fueled an unprecedented demand for specialized hardware capable of handling complex computations with speed and efficiency. Enter AI chips – a revolutionary class of processors designed specifically to accelerate AI workloads, from machine learning training to real-time inference. These chips are transforming industries across the board, powering everything from self-driving cars to personalized medicine. Let's dive deep into the world of AI chips, exploring their architecture, applications, and future trends.
Understanding AI Chips: The Core of Modern AI
AI chips aren't just regular processors; they're purpose-built to excel at the mathematical operations underpinning artificial intelligence. This specialized design translates to significant i...