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Unleashing the transformative power of AI across industries requires overcoming critical barriers to adoption. While AI has shown immense potential for various edge applications, the widespread edge device deployment of vision AI solutions remains elusive. Privacy, reliability, cost, and processing latency concerns demand the integration of edge AI solutions for real-world applications.

 

In this engaging session, join DEEPX’s CEO Lokwon Kim as he charts a path towards scalable edge AI deployment. Dr. Kim will dive into the challenges hindering widespread adoption and reveal his company’s groundbreaking strategies that empower industries to harness the full potential of Edge AI. Discover how DEEPX revolutionizes affordability, usability, and performance, delivering unrivaled accuracy and flexibility. From cutting-edge algorithms to optimized Edge AI processors, DEEPX’s vision AI processing solutions pave the way for seamless integration and exceptional outcomes across diverse sectors.

 

Prepare to be inspired as Lokwon Kim present the future of AI, where the power of edge computing converges with industry demands. Gain actionable insights and join the Edge AI revolution with DEEPX, as we propel your organization into a new era of innovation and success.

 

Author:

Lokwon Kim

CEO
DeepX


Dr. Lokwon Kim is CEO of DEEPX. Prior to DEEPX, Dr. Kim spent over a decade in leading research labs and companies such as Apple, Cisco Systems, the IBM Thomas J. Watson Research Center, Broadcom, the Korea Electronics Technology Institute (KETI) and Hynix Semiconductor (now SK hynix), where he played a key role in the design and verification of computer hardware systems used widely around the world. At Apple, Lokwon led design and verification of application processors used in the iPhone, iPad, Apple Watch and more. At Cisco, he played a key role in modeling, design and verification of network router core chipsets. He was the recipient of the Cisco Achievement Program Award in recognition of outstanding employee efforts and achievements. Lokwon earned a PhD in Electrical Engineering at UCLA.

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Lokwon Kim

CEO
DeepX


Dr. Lokwon Kim is CEO of DEEPX. Prior to DEEPX, Dr. Kim spent over a decade in leading research labs and companies such as Apple, Cisco Systems, the IBM Thomas J. Watson Research Center, Broadcom, the Korea Electronics Technology Institute (KETI) and Hynix Semiconductor (now SK hynix), where he played a key role in the design and verification of computer hardware systems used widely around the world. At Apple, Lokwon led design and verification of application processors used in the iPhone, iPad, Apple Watch and more. At Cisco, he played a key role in modeling, design and verification of network router core chipsets. He was the recipient of the Cisco Achievement Program Award in recognition of outstanding employee efforts and achievements. Lokwon earned a PhD in Electrical Engineering at UCLA.

AI chatbot service has been opening up the mainstream market for AI services. But problems seem to exist with considerably higher operating costs and substantially longer service latency. As the generative AI model size continued to increase, memory intensive function takes up most of the service operation. That’s why even latest GPU system does not provide sufficient performance and energy efficiency. To resolve it, we are introducing shorter latency and operating cost effective generative AI accelerator using AiM (SK hynix’s PIM) We’d like to introduce how to reduce service latency and decrease energy consumption through AiM, as well as explain the architecture of AiMX, an accelerator using AiM. Please come and see for yourself that AiM is no longer a future technology, but can be deployed to the existing system right now.

Author:

Euicheol Lim

Research Fellow, System Architect
SK Hynix

Eui-cheol Lim is a Research Fellow and leader of Solution Advanced Technology team in SK Hynix. He received the B.S. degree and the M.S. degree from Yonsei University, Seoul, Korea, in 1993 and 1995, and the Ph.D. degree from Sungkyunkwan University, suwon, Korea in 2006. Dr.Lim joined SK Hynix in 2016 as a system architect in memory system R&D. Before joining SK Hynix, he had been working as an SoC architect in Samsung Electronics and leading the architecture of most Exynos mobile SoC. His recent interesting points are memory and storage system architecture with new media memory and new memory solution such as CXL memory and Processing in Memory. In particular, he is proposing a new computing architecture based on PIM, which is more efficient and flexible than existing AI accelerators, to process generative AI and LLM (large language Model) that is currently causing a sensation.

... read more

Euicheol Lim

Research Fellow, System Architect
SK Hynix

Eui-cheol Lim is a Research Fellow and leader of Solution Advanced Technology team in SK Hynix. He received the B.S. degree and the M.S. degree from Yonsei University, Seoul, Korea, in 1993 and 1995, and the Ph.D. degree from Sungkyunkwan University, suwon, Korea in 2006. Dr.Lim joined SK Hynix in 2016 as a system architect in memory system R&D. Before joining SK Hynix, he had been working as an SoC architect in Samsung Electronics and leading the architecture of most Exynos mobile SoC. His recent interesting points are memory and storage system architecture with new media memory and new memory solution such as CXL memory and Processing in Memory. In particular, he is proposing a new computing architecture based on PIM, which is more efficient and flexible than existing AI accelerators, to process generative AI and LLM (large language Model) that is currently causing a sensation.