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EDGE AI POD

EDGE AI FOUNDATION

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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!
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The IoT Podcast

The IoT Podcast

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IoT Talks and Tales The IoT Podcast is joined by the most influential leaders in IoT every Thursday to break down the current and up & coming IoT trends, unravel the misconceptions, doubts and forecast predictions on the ongoing journey for the Internet of Things. This podcast will have something for everyone, whether you’re an entrepreneur searching for fresh ideas or the lessons learned, an engineer always looking to be one step ahead with the latest solutions, or someone with a pure enthu ...
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We’ve been talking about smarter devices for years - but what does progress actually look like today? In this episode of our spin-off series Edge of Tomorrow: The Edge AI Debate, created in collaboration with the @edgeaifoundation , Host Tom White heads to NXP Semiconductor's Smart Home Lab to sit down with Davis Sawyer - AI Product Manager and Ant…
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Imagine a world where your smart glasses don't just identify objects but tell stories about what they see—all while running on a tiny battery without heating up. This cutting-edge vision is becoming reality as semiconductor companies tackle the monumental challenge of bringing generative AI capabilities from massive cloud data centers down to micro…
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Imagine your edge device having the ability to search for exactly what you need, exactly when you need it, without hallucinations or irrelevant information. That's the promise of Snipe Search's agent orchestration system, presented by co-founder Wassim Kezai in this eye-opening EDGE AI TALKS session. Most organizations struggle when implementing RA…
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What does it really take to go from writing code to running a company in the fast-moving world of IoT? What happens when a seasoned embedded engineer decides to build a company from scratch? In this episode of The IoT Podcast Show, host Tom White sits down with Bartek Kling, CEO and founder of NeedCode, a company specialising in embedded software s…
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The crisis of ocean plastic pollution demands innovative solutions, and Brad's team at Ozone Technologies is answering the call with cutting-edge AI technology. Their collaboration with The Ocean Cleanup has yielded a remarkable system that's transforming how we detect and map marine debris. At the heart of this solution is ADIS (Autonomous Debris …
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The artificial intelligence landscape is undergoing a fundamental shift – moving away from simply compressing cloud models to fit edge devices toward developing AI that's truly "born at the edge." Davis Sawyer, AI Product Marketing Manager at NXP Semiconductors, guides us through this transformation and reveals how NXP is revolutionizing the way in…
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When SoftBank's team was approached by Japanese fishermen struggling with declining catches and inefficient practices, they knew technology could offer a solution. Their response: an innovative Edge AI system that transforms traditional aquaculture through sophisticated computer vision running directly on smartphones. Japan's fishing challenges are…
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From 5V Tech and the EDGE AI FOUNDATION, unlock the potential of Edge AI and transform your career path with insights from leaders in the field. Join our engaging conversation featuring Luke Perrins from 5V, Gregory from Infineon Technologies, and Professor Eiman Kanjo from Nottingham Trent University, as we uncover how Edge AI is revolutionizing i…
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Smart homes are getting smarter, but at what cost? Are we truly building intelligent, secure spaces, or are we creating a fragile ecosystem that could fail when we need it most? 🏡 Welcome to the Edge of Tomorrow - The Edge AI Debate, our brand new spin off series on The IoT Podcast in collaboration with the @edgeaifoundation bringing together the l…
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What if the future of Wi-Fi could pinpoint your location down to 30 centimeters? Join us as Joseph Chueh from National Tsinghua University unveils the astonishing potential of Wi-Fi sensing when integrated with machine learning. Joseph brings his wealth of experience in semiconductor research and business development to the table, discussing the re…
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How can we revolutionize everyday objects into smarter, more responsive entities? Join us in this exciting episode as we explore the cutting-edge world of Edge AI, fresh from the vibrant showcases at CES 2025. We promise an in-depth look at the future of technology deployment with our special guests Eric and John from EmbedUR. With their extensive …
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NXP Semiconductors is revolutionizing the integration of AI within embedded systems, focusing on enhanced tools and dedicated acceleration. Their latest innovations like the EIQ Software Stack and EIQ Time Series Studio are designed to streamline AI deployment, bridging the gap for developers transitioning into AI methodologies. • Overview of NXP’s…
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What if you could deploy AI solutions seamlessly across every platform with just a single stroke? Join us as we explore this intriguing possibility alongside our guest, Odin Chen of Arm, who brings a wealth of experience from his journey from Taiwan to Cambridge. Together, we embark on a journey through the vibrant landscape of Edge AI, tackling it…
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Unlock the fascinating world of edge AI technology with insights from Karan Kapoor of Himax Technologies. Discover how Karan and his team are pioneering the development of ultra-low-power AI processors designed for resource-constrained devices. We'll explore their latest innovation, the WE2 processor, which optimizes the balance between model size,…
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Discover the cutting-edge world of TinyML and Edge AI with our special guest, Eldar Sido from Renesas. As a key figure in the AI Center of Excellence, Eldar unveils the fascinating challenges and breakthroughs in embedding AI into compact devices like microcontrollers and sensors that are rapidly spreading across the globe. This episode promises an…
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Discover how the fusion of cutting-edge technology and human interaction is revolutionizing education and healthcare with Professor Stella Kuei-An Nguyen from National Yangming Chow Tung University. Join us as we explore her innovative work in Human-AI Interaction using Inertial Measurement Units (IMU), and witness the transition of Raboni IMU devi…
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What do rising pedestrian fatalities and the challenges of implementing intelligent transportation systems have in common? In this episode, we’re joined by Davis Sawyer from NXP and Mike "Witt" Whitaker from the City of Lakewood, Colorado, to unpack the complexities of applying edge AI to enhance urban safety. As Witt recounts his pioneering work w…
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Discover the cutting-edge world of AI deployment on edge devices with insights from top experts, including Dr. KC Liu. This episode promises to unravel the complexities of optimizing AI models for devices where memory and computing power are limited. We explore the critical role of model compilers and the innovative strides being made in AIoT senso…
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Unlock the secrets of energy-efficient AI as we explore the groundbreaking fusion of Edge AI and generative AI in our latest episode. With expert insights from Victor Jung, a trailblazer in the field, discover how foundational models can be deployed on tiny and embedded systems to revolutionize devices like AR glasses and nanodrones. Listen as we u…
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Join us for an insightful conversation with Dr. Vijay Janapa Reddi from Harvard, who takes us on a journey through the evolving world of edge computing and machine learning education. Discover how his family's affinity for East Coast seasons inspired his academic path, and learn about his groundbreaking open-source book on machine learning systems.…
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Get ready for the recap of the Beyond Chatbots - The Journey of Generative AI to the Edge - exploring the frontier of Generative AI and edge technology with Davis Sawyer, Danilo Pau and Pete Bernard as they discuss the dynamic innovations transforming these fields. We uncover the fascinating shift from cloud-based proof-of-concepts to the compellin…
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Unlock 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…
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What 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 …
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Discover 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 tra…
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Unlock 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…
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Discover 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 de…
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Unlock 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 gian…
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Unlock 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 managem…
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Unlock 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 oper…
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Generative AI is poised to transform the edge, but what does this mean for technology, innovation, and everyday life? Join us for an enlightening discussion led by Danilo Pau, featuring a distinguished panel of experts including Dave, Roberto Chen, Alok, Seung-Yang, Arniban, and Alberto. They promise to unravel the mysteries beyond large language m…
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Unlock the secrets to revolutionary weather forecasting with our latest episode featuring Jonah Beysens, the brilliant mind behind the Aurora project. Imagine a world where remote and resource-limited areas can access reliable weather data without the hassle of maintaining traditional mechanical stations. Learn how the Aurora, an acoustic smart wea…
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Unlock the secrets of edge computing and on-device learning with Elias Cereda, a trailblazing PhD student at the Dalle Molle Institute for Artificial Intelligence in Italy, as we explore the transformative potential of AI in nano-UAV technology. Discover how Elias is pioneering solutions to the challenges of domain shifts in AI models, particularly…
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Unlock the secrets of deploying TinyML models in real-world scenarios with Alessandro Grande, Head of Product at Edge Impulse. Curious about how TinyML has evolved since its early days? Alessandro takes us through a journey from his initial demos at Arm to the sophisticated, scalable deployments we see today. Learn why continuous model monitoring i…
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Unlock the secrets of ultra-efficient AI with Julian Musman from ETH Zurich, as we explore the cutting-edge world of smart glasses. Discover how Julian and his team have mastered the art of deploying powerful AI algorithms on the tiniest of devices, tackling the monumental challenge of performing object detection on microcontrollers. Tainissimo YOL…
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In this special episode of The IoT Podcast we're joined by tinyML Foundations Executive Director - Pete Bernard & Chairman - Evgeni Gousev to talk all things tinyML and AI. We explore the bigger story of AI, where we’re moving (smarter, smaller, more efficient) and how tinyML is pushing opportunities forward. As we’ve moved through 2024, the evolvi…
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Curious about how you can run a colossal 405 billion parameter model on a device with a mere 2 billion footprint? Join us with Mahesh Yadav from Google, as he shares his journey from developing small devices to working with massive language models. Mahesh reveals the groundbreaking possibilities of operating large models on minimal hardware, making…
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Imagine a world where satellites can make real-time decisions without waiting for ground-based commands. Learn how edge AI is revolutionizing space technology with David Maloney from Ubotica, who brings unparalleled expertise from his time at Movidius and Intel. Uncover the transformative power of performing AI inference directly on satellites, and…
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Ready to unlock the secrets behind real-time sensing algorithms for embedded devices? In this episode, you’ll gain valuable insights into transforming raw sensor data into actionable intelligence. We begin by breaking down the complexities of signal preprocessing, event triggering mechanisms, and feature extraction. Learn how event detection can dr…
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Hi everyone, we're heading into a mid-season break for the next 3 weeks. A huge thank you to the incredible guests we’ve had on the season so far. While we’re away, we’d love to hear from you about any topics, individuals or companies you want to hear from next. Share your suggestions and feedback here: https://theiotpodcast.com/contact/ Don’t forg…
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Can machine learning models be both powerful and tiny? Join us in this episode of TinyML Talks, where we uncover groundbreaking techniques for making machine learning more efficient through high-level synthesis. We sit down with Russell Clayne, Technical Director at Siemens EDA, who guides us through the intricate process of pruning convolutional a…
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In this episode of The IoT Podcast, we're joined by Wojciech Debski - VP Engineering, Radar Systems at indie Semiconductor to discuss the role of radar technology in the automotive industry and the expanding ways radar is being used for safety and comfort in the vehicle including detecting and recognising obstacles, monitoring driver wellness and e…
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Unlock the secrets to high-efficiency embedded computer vision with industry experts Sandeep Mistry from Arm and Alex Chang from Himax Technology. We promise insights into the TinyML community and the collaborative efforts that are setting new benchmarks in the field. Alex Chang shares an in-depth look at Himax Technology’s cutting-edge AI processo…
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In this episode of The IoT Podcast, Gabe Kassel - Senior Product Manager at eero (an Amazon company), discusses the simplicity of Eero's home connectivity solutions. Learn how Eero's products make setting up Wi-Fi effortless, prioritise security and privacy, and introduce the latest innovation, the Eero Max 7. Gain insights into the future of Wi-Fi…
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In this episode of The IoT Podcast we are joined by Mili Iyengar - Global GTM Leader - EDGE Computing & IoT | Managing Director at Accenture to explore how the combination of IoT, Edge computing and AI is improving lives and reinventing businesses. We'll about hear how Accenture empowers companies to scale, transform, and unlock value through the c…
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Unlock the transformative potential of AI in healthcare with Jim Wang and Steve Yu from the University of Sydney and listen to their revelatory insights on TinyML Network models in medical devices. Our latest episode is a treasure trove of innovation, where machine learning meets wearable technology to redefine patient care. From the pressing need …
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In this episode of The IoT Podcast, we're joined by Chet Babla - SVP of Strategic Marketing at indie Semiconductor to steer through the most impactful automotive megatrends and explore the vision of the uncrashable car. With over 30 years in the automotive industry, Chet will explore the technologies he is seeing have the biggest impact across auto…
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In this episode of The IoT Podcast, we are joined by Michael Gilfix - Chief Product and Engineering Officer at KX to dive into the secrets behind lightening-fast data analytics and processing in IoT, uncovering some mind-blowing use cases 🏎️. Why are F1 racing car manufacturers are turning to KX to supercharge their performance? This episode explai…
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In this episode of The IoT Podcast, Sebastian van Wickern -CEO at Smart IoT joins us to break down how companies can maximise revenue with IoT, supercharge adoption and ensure product adaptability for the future. Chapters… 03:00 Introduction to Sebastian 05:10 Accelerating market entry and revenue 08:30 Product quality 100% of the time is key 12:01…
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Welcome back to The IoT Podcast! This week we will be away at a tradeshow in Amsterdam 🇳🇱🎙 But, while we’re away, we’ve got some exciting news. It’s time for you to have your say on the content and guests you want to hear about on the podcast. Fill out the short 2-minute survey linked in the episode description, which will also enter you into our g…
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In this episode of The IoT Podcast, we continue the IoT security conversation with Shahram Mossayebi - Founder & CEO at Crypto Quantique, who breaks down the implications of the recently passed EU’s Cyber Resilience Act for manufacturers and businesses and why traditional security approaches just won’t cut it. We dive into why security isn't just a…
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