Presentation
Alternative approaches to AI chip architectures
DescriptionThe field of artificial intelligence has seen significant advancements in recent years, largely driven by the development of novel hardware architectures that can support the massive computational demands of AI algorithms. However, many of the current chip architectures are limited in their ability to handle the growing complexity of AI workloads, and alternative approaches are needed to further improve performance and energy efficiency.
This panel will explore several alternative approaches to AI chip architectures that have emerged in recent years. These include, but are not limited to, at-memory vs in-memory computing vs von-Neumann, SoCs vs accelerators, purpose built inference chips versus training/inference chips. Each of these approaches offers unique advantages over traditional CPU-based architectures, such as improved energy efficiency, lower latency, and higher throughput.
The panelists will discuss the advantages of these various approaches, as well as their potential applications in various domains, such as image and speech recognition, natural language processing, and robotics. This panel will provide a comprehensive overview of the state-of-the-art in AI chip architectures and stimulate discussions on the future directions of this rapidly evolving field
This panel will explore several alternative approaches to AI chip architectures that have emerged in recent years. These include, but are not limited to, at-memory vs in-memory computing vs von-Neumann, SoCs vs accelerators, purpose built inference chips versus training/inference chips. Each of these approaches offers unique advantages over traditional CPU-based architectures, such as improved energy efficiency, lower latency, and higher throughput.
The panelists will discuss the advantages of these various approaches, as well as their potential applications in various domains, such as image and speech recognition, natural language processing, and robotics. This panel will provide a comprehensive overview of the state-of-the-art in AI chip architectures and stimulate discussions on the future directions of this rapidly evolving field
Event Type
Transformative Technologies Theater
TimeWednesday, July 12th1:00pm - 1:45pm PDT
LocationTransformative Technologies Theater, Level 1 Exhibit Hall
AI