EDGE AI POD

EDGE AI FOUNDATION

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UPDATED WEEKLY

Discover the cutting-edge world of energy-efficient machine learning, edge AI, hardware accelerators, software algorithms, and real-world use cases with this podcast feed from all things in the world's largest EDGE AI community. These are shows like EDGE AI TALKS, EDGE AI BLUEPRINTS as well as EDGE AI FOUNDATION event talks on a range of research, product and business topics. Join us to stay informed and inspired!

1 DAY AGO

Crafting Artistic Images with Embedded AI with Alberto Ancilotto of FBK

Send us a textUnlock the secrets of neural style transfer on microcontrollers with our special guest, Alberto Ancilotto of FBK, as he explores a groundbreaking approach to image generation on low-power devices. Discover how this innovative technique allows us to combine the content of one image with the artistic style of another, transforming simple visuals into unique masterpieces—like turning a regular cat photo into a Van Gogh-inspired work of art. Alberto introduces Xinet, a cutting-edge ...

32 min
DEC 12

Revolutionizing Software Development with GenAI-Powered Edge Solutions with Anirban Bhattacharjee of Wipro

Send us a textWhat if AI could transform the landscape of software development, making traditional methods seem like relics of the past? Join us as we sit down with a visionary guest from Wipro Engineering to uncover how GenAI-based custom code systems are revolutionizing the future of AI PCs. We promise a deep dive into how these intelligent tools are not just enhancing productivity but are redefining the very essence of software creation. Discover why the shift from cloud-based to edge-base...

29 min
DEC 5

Tomorrow's Edge AI: Cutting-Edge Memory Optimization for Large Language Models with Seonyeong Heo of Kyung Hee University

Send us a textDiscover the cutting-edge techniques behind memory optimization for large language models with our guest, Seonyeong Heo from Kyung-Hee University. Join us as we promise to unlock the secrets of deploying 7-billion-parameter models on small devices with limited memory. This episode delves into the intricacies of key-value caching in decoder-only transformers, a crucial innovation that reduces computational overhead by efficiently storing and reusing outputs. Seon-young shares ins...

30 min
NOV 28

Revolutionizing Automotive AI with Small Language Models with Alok Ranjan of BOSCH

Send us a textUnlock the future of automotive AI with insights from Ashutosh and Guru Prashad of BOSS India, as they unravel the transformative potential of Small Language Models (SLMs) in vehicles. Discover how these compact powerhouses are reshaping the landscape of vehicular edge systems by offering customization and performance reliability, all while keeping data privacy at the forefront. Dive into the captivating interplay between SLMs and their larger counterparts, Large Language Models...

32 min
NOV 25

From tinyML to the edge of AI: Introducing the EDGE AI FOUNDATION

Send us a textDiscover how the EDGE AI FOUNDATION is evolving from its roots in the tinyML Foundation to becoming a central hub for innovation and collaboration. Learn how initiatives like EDGE AI Labs and the EDGE AIP program are bridging the gap between academia and industry, training future AI leaders while tackling the ethical challenges of responsible AI development. Explore the transformative potential of generative AI on edge devices, from providing vital healthcare diagnostics in...

14 min
NOV 21

Unveiling the Technological Breakthroughs of ExecuTorch with Meta's Chen Lai

Send us a textUnlock the secrets to deploying machine learning models on edge devices with Chen Lai from the PyTorch Edge team at Meta. Discover how XTorch, a brainchild of the PyTorch team, is transforming edge deployment by addressing challenges like memory constraints and hardware diversity. Get an insider's view on the technical collaborations with tech giants like Apple, Arm, Qualcomm, and MediaTek, which are revolutionizing the deployment of advanced language models like LLAMA on platfo...

31 min
NOV 14

Revolutionizing TinyML: Integrating Large Language Models for Enhanced Efficiency

Send us a textUnlock the future of TinyML by learning how to harness the power of large language models, as we sit down with Roberto Morabito to dissect this intriguing technological convergence. Discover how the collaborative efforts with Eurocom and the University of Helsinki are shaping a groundbreaking framework designed to elevate TinyML's lifecycle management. We promise to unravel the complexities and opportunities that stem from integrating these technologies, focusing on the essentia...

27 min
NOV 7

Harnessing Edge AI: Transforming Industries with Advanced Transformer Models with Dave McCarthy of IDC and Pete Bernard of tinyML Foundation

Send us a textUnlock the transformative potential of edge computing with the insights of industry experts Dave McCarthy from IDC and Pete Bernard. Ever wondered how advanced transformer models are catalyzing technological leaps at the edge? This episode promises to enlighten you on the nuances of AI-ready infrastructure, pushing the boundaries of autonomous operations in multi-cloud and multi-edge environments. With an emphasis on trust, security, and sustainability, our guests illuminate the...

34 min

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EDGE AI FOUNDATION
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19
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EDGE AI POD

EDGE AI POD

Crafting Artistic Images with Embedded AI with Alberto Ancilotto of FBK

Revolutionizing Software Development with GenAI-Powered Edge Solutions with Anirban Bhattacharjee of Wipro

Tomorrow's Edge AI: Cutting-Edge Memory Optimization for Large Language Models with Seonyeong Heo of Kyung Hee University

Revolutionizing Automotive AI with Small Language Models with Alok Ranjan of BOSCH

From tinyML to the edge of AI: Introducing the EDGE AI FOUNDATION

Unveiling the Technological Breakthroughs of ExecuTorch with Meta's Chen Lai

Revolutionizing TinyML: Integrating Large Language Models for Enhanced Efficiency

Harnessing Edge AI: Transforming Industries with Advanced Transformer Models with Dave McCarthy of IDC and Pete Bernard of tinyML Foundation

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Information

EDGE AI POD

Episodes

Crafting Artistic Images with Embedded AI with Alberto Ancilotto of FBK

Revolutionizing Software Development with GenAI-Powered Edge Solutions with Anirban Bhattacharjee of Wipro

Tomorrow's Edge AI: Cutting-Edge Memory Optimization for Large Language Models with Seonyeong Heo of Kyung Hee University

Revolutionizing Automotive AI with Small Language Models with Alok Ranjan of BOSCH

From tinyML to the edge of AI: Introducing the EDGE AI FOUNDATION

Unveiling the Technological Breakthroughs of ExecuTorch with Meta's Chen Lai

Revolutionizing TinyML: Integrating Large Language Models for Enhanced Efficiency

Harnessing Edge AI: Transforming Industries with Advanced Transformer Models with Dave McCarthy of IDC and Pete Bernard of tinyML Foundation

About

Information