AI-Optimized System-on-Chip (SoC) Development: A New Era for Consumer Electronics
Year: 2024
Type: article
Abstract: The integration of artificial intelligence (AI) into System-on-Chip (SoC) development is transforming the consumer electronics industry, marking the dawn of a new era in chip design. AI-optimized SoCs leverage machine learning (ML) and deep learning (DL) techniques to enhance performance, power efficiency, and functionality. This whitepaper delves into how AI is driving the development of advanced SoCs, particularly focusing on AI hardware accelerators, the role of ML models in optimizing SoC architectures, and power consumption reduction. Additionally, it examines the practical applications of AI in embedded processors, emphasizing the competitive advantages for consumer electronics, such as smartphones, wearables, and smart home devices. The paper provides insights into the future of SoC design, the challenges posed by AI integration, and the emerging trends that promise to reshape the semiconductor landscape.
Authors: Darshak Sanghavi, Krisha Wali
Language: English
Subfield: Hardware and Architecture
Field: Computer Science
Domain: Physical Sciences
Open Access status: hybrid
OpenAlex ID: W6892992217
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