Search results for: 'chips for AI'

The escalating compute and power demands of edge AI are exposing the limits of conventional von Neumann architectures. Manufacturers deploying always-on sensing, real-time inference, and autonomous decision-making at the edge are constrained by the energy, latency, and memory-bandwidth ceilings of standard NPUs and MCUs. Traditionally, edge AI work...

The study evaluates photonic and optical computing technologies as critical enablers of next-generation AI infrastructure, addressing growing bandwidth, latency, power consumption, and scalability constraints associated with copper-based interconnects. The analysis covers photonic integrated circuits (PICs), optical I/O chiplets, co-packaged optics...

The proliferation of IoT is driving demand for smart computing devices that offer an array of features and services such as real-time access to information, resources, and communications. To keep pace with these enhancements, devices have become more powerful and more complex, driving the need to integrate multiple systems on a single IC. A SoC int...

The demand for chips has experienced exponential growth in recent decades. Presently, the importance of these key hardware components is even higher due to increasing workload demands from innovations like generative artificial intelligence (AI) and machine learning (ML), which are also driving up energy consumption and costs. However, pandemic-ind...

The Microelectronics Technology Opportunity Engine covers innovations pertaining to Advanced Chip Packaging, Edge AI Accelerators, GaN, 6G and Photonics. Some of the innovations profiled include Chips on Panel on Substrate Advanced Chip Packaging for Next-Gen AI Systems, Room-Temperature Printable Ink for Adaptive Electronics, GaN for Ultra-Fast 6G...

The Microelectronics Technology Opportunity Engine covers innovations pertaining to Growth Opportunities in GAA Transistors, AI Chips, 3D IC, CubeSat, GaN-on-Si, and Advanced ProcessorsThe Microelectronics Technology Opportunity Engine captures global electronics-related innovations and developments on a weekly basis. Developments are centered on e...

02 Aug 2023  |  Global  |  Market Research

OEM Risk Mitigation Strategies for the Chip Shortage

The Chip Shortage Crisis has Permanently Impacted the Automotive Industry, Rendering it Wary of Supply Competition, and it is Rebalancing Global Automotive Chip Supply Chains

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Key Issues Addressed

The automotive industry is heavily reliant on semiconductor chips for various critical functions, including engine management, infotainment systems, and advanced driver-assistance systems (ADAS). However, the global shortage of semiconductor chips, which emerged in 2020 and continued into 2022, has severely impacted automotive original equipment ma...

The edge AI accelerator market is scaling rapidly as industries demand low-latency, privacy-aware intelligence for autonomous vehicles, industrial automation, smart cameras, robotics, and other applications. Cloud-based inference faces more limits from bandwidth, latency, and data sovereignty concerns, creating a strong pull for on-device AI proces...

About 87% of enterprises believe that artificial intelligence (AI) and machine learning (ML) are important in achieving business goals centered around growing revenue, increasing operational efficiency, and boosting customer experience. However, where are global organizations in this journey and what are their adoption drivers and restraints This F...