Npu
2 articles
Hardware & Gadgets
Why Edge AI Chips Are Built Around Heterogeneous SoCs and Specialized NPUs
Edge AI chips predominantly use heterogeneous System-on-Chip (SoC) architectures, combining general-purpose CPUs with specialized accelerators like Neural Processing Units (NPUs). This design is crucial for meeting strict power budgets by assigning AI inference and other tasks to the most efficient silicon available, with NPUs offering superior energy efficiency for AI workloads.
Armen Bedrosian·October 28, 2026
Hardware & Gadgets
NPU vs. GPU: Choosing the Right AI Accelerator for ML in 2026
The AI accelerator market is projected to surpass $600 billion by 2033, yet no single chip dominates, with NPUs outperforming GPUs by 3.
Armen Bedrosian·June 5, 2026