EDGE AI POD
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!
Episodes
75 episodes
How EMASS is Revolutionizing Battery-Powered AI Applications
Power efficiency has become the new currency in AI, and no company exemplifies this shift better than EMAS. Founded by Professor Mohamed Ali as a spinoff from his groundbreaking research at NTU Singapore, this innovative startup is revolutioniz...
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22:48
Beyond the Cloud: The Hidden Security Challenges of Edge AI
"Do you trust your AI models? Honestly, I don't trust them. We should not trust them." These powerful words from STMicroelectronics' Mounia Kharbouche perfectly capture the security challenge facing the edge AI world today.As organ...
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41:10
Real World Deployment and Industry Applications
The humble printer - that device gathering dust in the corner of your office - is about to undergo a remarkable transformation. Thanks to advancements in generative AI, printers and scanners are evolving from passive endpoints into intelligent ...
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29:18
Bridging the Digital Divide by Generative AI through the Edge
The 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 re...
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31:47
Networked AI Agents Decentralized Architecture
What 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 ...
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37:45
Generative AI on NXP Microprocessors
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, an...
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28:44
Transforming Human-Computer Interaction with OpenVINO
The 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 huma...
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43:26
Support for Novel Models for Ahead of Time Compiled Edge AI Deployment
The 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 thi...
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11:50
Comparative Analysis of NPU Optimized Software Framework
The 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 th...
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13:32
Powering Intelligence: Anaflash's Revolutionary AI Microcontroller with Embedded Flash Memory
Memory 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...
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15:21
Enhancing Field Oriented Control of Electric Drives with tiny Neural Network
Ever 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 revolu...
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16:59
Transforming Human-Computer Interaction with OpenVINO
The gap between science fiction and reality is closing rapidly. Remember when talking to computers was just a fantasy in movies? Raymond Lo's presentation on building chatbots with OpenVINO reveals how Intel is transforming ordinary PCs into ex...
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43:26
Energy Efficient and high throughput inference using compressed tsetlin machine
Logic 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 art...
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20:21
Applying GenAI to Mice Monitoring
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. Th...
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17:23
Simple Cost Effective Vision AI Solutions at the edge
Sony's revolutionary IMX500 stands at the forefront of a quiet revolution in edge computing and smart city technology. This isn't just another image sensor—it's the first to integrate AI processing directly on the chip, transforming how visual ...
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18:39
Low Code No Code Platform for Developing AI algorithms
Revolutionizing 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 lin...
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20:07
Stochastic Training for Side-Channel Resilient AI
Protecting 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 t...
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18:57
Beyond TOPS: A Holistic Framework for Edge AI Metrics
Beyond 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...
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12:14
How AI Zip Is Shrinking Models for a Device-First Future
What 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 th...
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29:41
How Innatera is Revolutionizing Low-Power AI with Neuromorphic Chips
What 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'...
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16:28
How Edge Matrix is Transforming Video Monitoring Through AI
Smart 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 mo...
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28:32
From Stanford Labs to Edge AI Pioneers: FemtoSense's Journey
The 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...
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20:11
Smart Sampling Unlocks Edge AI Capabilities You Never Thought Possible
What 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 b...
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20:15
The future belongs to greasy machines that think for themselves - Anoop Balachandran of Tinkerblox
From 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 ...
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22:08
How embedUR is bridging the gap between embedded development and AI with Rajesh Subramanian
The 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, t...
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17:49