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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Edgeai Podcasts
Electromaker.io presents the Electromaker Show! Tune in for the latest information on maker, tech, DIY, and crowdfunding news and more!
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Bridging the Digital Divide by Generative AI through the Edge
31:47
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31:47The technological revolution sparked by generative AI threatens to create the deepest digital divide we've ever seen. In this illuminating talk, Danilo Pau from STMicroelectronics reveals how only a handful of companies worldwide possess the resources to fully harness large-scale generative AI, while the rest of humanity risks being left behind. Pa…
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Networked AI Agents Decentralized Architecture
37:45
37:45
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37:45What happens when trillions of AI agents can discover, communicate, and collaborate across organizational boundaries? Pradyumna Shari from MIT Media Lab unveils NANDA (Networked AI Agents in a Decentralized Architecture), a groundbreaking open protocol that could fundamentally transform how we interact with artificial intelligence. Drawing a fascin…
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Nordic Semiconductor nRF54L, Duke Nukem 3d on an Arduino Nano Matter, Open Source Touch eReader!
25:57
25:57
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25:57This week's Electromaker Show is now available on YouTube and everywhere you get your podcasts! Welcome to the Electromaker Show episode 173! Somehow Nordic Semiconductor made the nRF54L series twice as fast as the nRF52, but use less power. We talk about this, and the nRF Connect VSCode plugin, along with Duke Nukem 3D running on an Arduino Nano M…
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Stepping into a future where AI doesn't require the cloud, NXP is revolutionizing edge computing by bringing generative AI directly to microprocessors. Alberto Alvarez offers an illuminating journey through NXP's approach to private, secure, and efficient AI inference that operates entirely at the edge. The heart of NXP's innovation is their EAQ Ge…
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Transforming Human-Computer Interaction with OpenVINO
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43:26
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43:26The boundary between humans and computers is blurring as AI capabilities advance, creating opportunities for more natural, conversational interactions with our devices. Raymond Lowe from Intel takes us on a journey through the evolution of human-computer interaction, from simple mouse clicks to sophisticated chatbots that understand context, proces…
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On the floor of Maker Faire Shenzhen, Neuton.AI on Nordic hardware, Win a HuskyLens2!
24:37
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24:37This week's Electromaker Show is now available on YouTube and everywhere you get your podcasts! Welcome to the Electromaker Show episode 172! The Electromaker Show is back with news from our trip to Maker Faire Shenzhen, Nordic and Neuton.AI's merging and what it means for edgeAI, and our Product of the Week: The HuskyLens2! Tune in for the latest …
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Support for Novel Models for Ahead of Time Compiled Edge AI Deployment
11:50
11:50
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11:50The growing gap between rapidly evolving AI models and lagging deployment frameworks creates a significant challenge for edge AI developers. Maurice Sersiff, CEO and co-founder of Germany-based Roofline AI, presents a compelling solution to this problem through innovative compiler technology designed to make edge AI deployment simple and efficient.…
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Comparative Analysis of NPU Optimized Software Framework
13:32
13:32
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13:32The future of AI isn't just in massive cloud servers—it's already sitting in your pocket. In this eye-opening presentation, Yeon-seok, CEO and co-founder of JTIC AI, reveals how his company is revolutionizing the AI landscape by tapping into the underutilized Mobile Processing Units (MPUs) that have been standard in smartphones since 2017. While te…
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Powering Intelligence: Anaflash's Revolutionary AI Microcontroller with Embedded Flash Memory
15:21
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15:21Memory bottlenecks, not computational limitations, are the true barrier holding back Edge AI. This revelation lies at the heart of Anaflash's revolutionary approach to intelligent edge computing – a breakthrough AI microcontroller with embedded flash memory that transforms how we think about power efficiency and cost in smart devices. The team has …
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Enhancing Field Oriented Control of Electric Drives with tiny Neural Network
16:59
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16:59Ever wondered how the electric vehicles of tomorrow will squeeze every last drop of efficiency from their batteries? The answer lies at the fascinating intersection of artificial intelligence and motor control. The electrification revolution in automotive technology demands increasingly sophisticated control systems for permanent magnet synchronous…
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Energy Efficient and high throughput inference using compressed tsetlin machine
20:21
20:21
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20:21Logic beats arithmetic in the machine learning revolution happening at Newcastle University. From a forgotten Soviet mathematician's work in the 1960s to modern embedded systems, Settle Machine represents a paradigm shift in how we approach artificial intelligence. Unlike traditional neural networks that rely on complex mathematical operations, Set…
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The AI revolution isn't just for tech giants with unlimited computing resources. Small and medium enterprises represent a crucial frontier for edge generative AI adoption, but they face unique challenges when implementing these technologies. This fascinating exploration takes us into an unexpected application: smart laboratory mouse cages enhanced …
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Simple Cost Effective Vision AI Solutions at the edge
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18:39
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18:39By EDGE AI FOUNDATION
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Low Code No Code Platform for Developing AI algorithms
20:07
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20:07Revolutionizing edge computing just got easier. This eye-opening exploration of ST Microelectronics' ST-IoT Craft platform reveals how everyday developers can now harness the power of artificial general intelligence without writing a single line of code. The modern IoT landscape presents a paradox: billions of devices generate zettabytes of valuabl…
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Stochastic Training for Side-Channel Resilient AI
18:57
18:57
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18:57Protecting valuable AI models from theft is becoming a critical concern as more computation moves to edge devices. This fascinating exploration reveals how sophisticated attackers can extract proprietary neural networks directly from hardware through side-channel attacks - not as theoretical possibilities, but as practical demonstrations on devices…
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Beyond TOPS: A Holistic Framework for Edge AI Metrics
12:14
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12:14Beyond raw computational power lies the true measure of AI system effectiveness. Austin Lyons, founder of ChipStrat and analyst at Creative Strategies, challenges us to rethink how we evaluate Edge AI technologies in this thought-provoking talk on metrics that truly matter. For too long, the industry has obsessed over Trillion Operations Per Second…
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How AI Zip Is Shrinking Models for a Device-First Future
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29:41What if we could put powerful AI anywhere—from underwater cameras monitoring fish to the phone in your pocket? That's the vision driving AI Zip, a company building ultra-efficient AI models that can run on virtually any device. During this fascinating conversation, we explore how AI Zip is pioneering a different path in artificial intelligence by f…
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How Innatera is Revolutionizing Low-Power AI with Neuromorphic Chips
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16:28What happens when we redesign computing hardware to work more like the human brain? The results are transformative for edge AI. Sumit Kumar from Inatera takes us inside the world of neuromorphic computing – a revolutionary approach that's bringing brain-like intelligence directly to sensors. Born from research at Delft University of Technology, Ina…
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How Edge Matrix is Transforming Video Monitoring Through AI
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28:32Smart cities face an impossible challenge - monitoring countless security cameras 24/7 with human operators alone. Edge Matrix is solving this problem with innovative AI technology that transforms how urban environments approach security and monitoring. Founded in 2019 as a Cloudian spin-off, Edge Matrix has developed sophisticated video AI solutio…
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From Stanford Labs to Edge AI Pioneers: FemtoSense's Journey
20:11
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20:11The quest to create artificial intelligence as efficient as the human brain is one of computing's most fascinating challenges. While today's AI systems consume megawatts of power in massive data centers, your brain accomplishes far more complex tasks on roughly 20 watts—about the same as a dim light bulb. This efficiency gap is what FemtoSense is d…
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Arduino Nano R4, Bela Gem Funded, Nordic WiFi 6 Magic, and More!
39:21
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39:21This week's Electromaker Show is now available on YouTube and everywhere you get your podcasts! Welcome to the Electromaker Show episode 171! The Electromaker Show returns! Today we look at the wonderful Bela Gem, a music and sound coding platform based on the PocketBeagle 2, Discover the nRF70x series from Nordic Semiconductor, and learn about the…
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Smart Sampling Unlocks Edge AI Capabilities You Never Thought Possible
20:15
20:15
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20:15What if everything we assumed about AI and data was wrong? In a world obsessed with collecting more and more sensor data, LightScline has discovered something remarkable: we might only need 10% of it. Drawing inspiration from the human brain's selective attention mechanism, LightScline co-founders Ankur and Ayush Goel have developed an approach tha…
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The future belongs to greasy machines that think for themselves - Anoop Balachandran of Tinkerblox
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22:08
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22:08From cloud dependency to edge autonomy – we explore the frontier of intelligent edge computing with TinkerBlocks co-founder Anoop. Imagine a world where your machines don't need to phone home to make decisions. That's the vision driving TinkerBlox, a startup founded by former Bosch Digital executives who saw firsthand how IoT implementations were h…
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How embedUR is bridging the gap between embedded development and AI with Rajesh Subramanian
17:49
17:49
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17:49The technological pendulum has swung dramatically over the last two decades. From desktop computing to cloud dominance and now back to the critical importance of edge devices, we're witnessing a renaissance in embedded systems. But this time, they're getting smart. Rajesh, founder of embedUR, takes us on a journey through this evolution, explaining…
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How Weeteq is Revolutionizing Microcontroller Technology for Industrial Automation
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20:30What happens when you push AI to the absolute edge of networks? Meet Weeteq, a Scottish startup revolutionizing system optimization by bringing intelligence directly into microcontroller control loops. In this fascinating conversation with Martin from Weeteq, we explore the concept of "Ultra Edge" - technology that operates beyond what we typically…
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From Cloud to Edge: NXP's AI Journey with Ali Ors
20:40
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20:40The line between cloud and edge AI is blurring, and NXP Semiconductors stands at the forefront of this transformation. In this illuminating conversation, Ali Ors, Head of AI Strategy and Technologies at NXP, unveils how the semiconductor giant is embedding dedicated AI acceleration across their entire product portfolio—from basic microcontrollers t…
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From Arduino to AI: A 20-Year Journey with David Cuartielles
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22:57Twenty years after its founding in a small Italian café, Arduino has transformed from a simple open-source project into a global technology enabler that's educated an entire generation of makers, developers, and engineers. In this fascinating conversation with Arduino co-founder David Cuartielles, we explore the evolution of this groundbreaking pla…
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From Sensors to Solutions: The Future of Edge AI with Chad Lucien of Ceva
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17:06At the crossroads of cutting-edge technology and practical innovation stands Ceva, a semiconductor IP powerhouse with a remarkable two-decade legacy. Powering nearly 20 billion devices worldwide and shipping over 2 billion annually, SIVA has emerged as a crucial enabler in the burgeoning edge AI ecosystem. What distinguishes Ceva in this competitiv…
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EDGE AI Partner: David Aronchick of Expanso
21:51
21:51
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21:51The digital landscape is rapidly evolving beyond centralized cloud computing. In this illuminating conversation with David Aronchik, co-founder of Expanso, we explore the growing necessity of processing data right where it's generated—at the edge. Drawing from his impressive background as the first non-founding PM for Kubernetes at Google and his l…
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Bringing Generative AI to Your Pocket: The Future of Edge Computing
27:10
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27:10A technological revolution is quietly unfolding in your pocket. Imagine your phone creating stunning images, understanding what its camera sees, and responding to complex questions—all without sending a single byte of data to the cloud. This isn't science fiction; it's Generative EDGE AI, and it's already here. We dive deep into this transformative…
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Audio processing at the edge is undergoing a revolution as deep learning transforms what's possible on tiny, power-constrained devices. Daniel from SIVA takes us on a fascinating journey through the complete lifecycle of audio AI models—from initial development to real-world deployment on microcontrollers. We explore two groundbreaking applications…
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Garbage In, Garbage Out - High-Quality Datasets for Edge ML Research
21:17
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21:17The EDGE AI FOUNDATION's Datasets & Benchmarks Working Group highlights the rapid progress in neural networks, particularly in cloud-based applications like image recognition and NLP, which benefited greatly from large, high-quality datasets. However, the constrained nature of edge AI devices necessitates smaller, more efficient models, yet a lack …
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The path to successful investment in edge AI requires far more than technical brilliance. In this revealing panel discussion, venture capitalists and corporate investors share what truly matters when deciding where to place their bets in the evolving edge computing landscape. At the heart of every investment decision lies a deceptively simple quest…
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Beyond the Edge: Cloud and AI Convergence
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13:47Beyond the Edge, from the EDGE AI FOUNDATION, explores the future of edge computing by advocating for a shift in perspective. It suggests moving beyond the limitations of traditional IoT deployments by integrating advancements in edge AI, semiconductors, and connectivity. The author argues that the cloud will serve as a crucial "binding agent," ena…
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Investing In The Edge: A VC Panel from AUSTIN 2025
42:43
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42:43Send us a text Support the show Learn more about the EDGE AI FOUNDATION - edgeaifoundation.orgBy EDGE AI FOUNDATION
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The Pipeline Is Stalling: America's Declining Innovation Edge
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13:41America's innovation pipeline stands at a dangerous crossroads. Federal research funding has dropped 10% in real terms over the past decade, traditional public-private collaboration models are fragmenting, and barriers to international talent continue to rise. These challenges threaten the three-pillar foundation that has powered American technolog…
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Beyond the Edge - Analyst Insights at AUSTIN 2025
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59:38What happens when four tech industry veterans sit down to dissect the future of Edge AI? A no-holds-barred conversation that cuts through the hype and delivers actionable insights for anyone working in this rapidly evolving field. The panelists tackle the burning question head-on: How can Edge AI avoid becoming the "box of cables in your garage" th…
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Dan Cooley of Silicon Labs - The 30 Billion Dollar Question: Can AI Truly Live on the Edge?
23:59
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23:59Imagine 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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The Future of Domain-Specific AI Search Lies in Targeted Agent Systems
1:00:46
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1:00:46Imagine 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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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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Smart Chips, Big Dreams: How NXP is Changing the AI Game
58:31
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58:31The 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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Counting What Counts: How Edge AI is Saving Japan's Seafood Industry
59:18
59:18
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59:18When 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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Career EDGE: Navigating the Job Market in the Age of Edge AI
1:28:56
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1:28:56From 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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Revolutionizing Wi-Fi Sensing with Machine Learning and Advanced Radio Frequency Techniques
13:24
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13:24What 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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From Ideas to Reality with Edge AI Expertise from embedUR and ModelNova
59:56
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59:56How 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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Reimagining Edge AI using Breakthrough Tools with Ali Ors of NXP
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16:00NXP 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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Super ESP32 M5Dial! Soldering and AI funding projects, new PocketBeagle, and More!
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25:08This week's Electromaker Show is now available on YouTube and everywhere you get your podcasts! Welcome to the Electromaker Show episode 170! Today we dial it up to 11 with our Product of the Week - the M5Dial - a powerful #ESP32 devkit with a touchscreen and rotary encoder built in, with other goodies. We also look at the new #PocketBeagle 2 from …
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Revolutionizing AI Deployment with Open-Source Edge Technologies with Odin Chen of Arm
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14:49What 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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Revolutionizing Resource-Constrained Devices with Cutting-Edge HIMAX Edge AI Processors
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16:41Unlock 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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