1. Next‑Generation PC AI‑Optimized Mixed‑Signal Integrated Circuits For IoT Devices
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Future Directions
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Introduction
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Future Directions
Future research may focus on further miniaturizing integrated circuits, refining AI algorithms for adaptive noise cancellation, and exploring new materials for even lower power leakage and improved thermal management.
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Future Directions
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Future Directions
Future developments may integrate quantum-inspired elements for even faster inference, incorporate further miniaturization for on‑chip integration, and expand compatibility with edge computing architectures to handle distributed computing environments.
Introduction
Big data analytics demands computational solutions that can handle vast datasets with minimal latency. Next‑generation PC AI‑powered optical neural network accelerators harness photonic circuits and neuromorphic architectures to process data at incredible speeds using light. This breakthrough combines the low‑power advantages of optical computing with intelligent, adaptive neural processing, redefining performance for data centers, scientific simulations, and real‑time analytics.