3 episodes

Discover the cutting-edge world of energy-efficient machine learning, edge AI, hardware accelerators, software algorithms, and real-world use cases in the tinyML Talks Webcast Series. Our weekly webcasts feature leading global experts from academia and industry who delve into the latest advancements in hardware accelerators, software tools, neural networks, deployment strategies, and practical applications. Join us to stay informed and inspired!

tinyML Talks tinyML Foundation

    • Technology
    • 4.0 • 1 Rating

Discover the cutting-edge world of energy-efficient machine learning, edge AI, hardware accelerators, software algorithms, and real-world use cases in the tinyML Talks Webcast Series. Our weekly webcasts feature leading global experts from academia and industry who delve into the latest advancements in hardware accelerators, software tools, neural networks, deployment strategies, and practical applications. Join us to stay informed and inspired!

    Optimization Techniques for Powerful yet Tiny Machine Learning Models

    Optimization Techniques for Powerful yet Tiny Machine Learning Models

    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 and deep neural networks. Discover how post-training quantization and quantization-aware training can trim down models without sacrificing performan...

    • 59 min
    Revolutionizing Embedded Computer Vision with Cutting-Edge AI Processors

    Revolutionizing Embedded Computer Vision with Cutting-Edge AI Processors

    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 processors and always-on sensors designed for low-power, battery-operated devices. Learn how Himax’s dual-mode CMOS sensors are revolutionizing application...

    • 43 min
    Pioneering Personalized Medicine with Advanced AI Algorithms

    Pioneering Personalized Medicine with Advanced AI Algorithms

    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 for low latency in critical health monitoring to the intricacies of biosensor evolution and data privacy, this conversation maps out the future of ...

    • 1 hr 6 min

Customer Reviews

4.0 out of 5
1 Rating

1 Rating

Top Podcasts In Technology

Acquired
Ben Gilbert and David Rosenthal
All-In with Chamath, Jason, Sacks & Friedberg
All-In Podcast, LLC
Lex Fridman Podcast
Lex Fridman
Search Engine
PJ Vogt, Audacy, Jigsaw
Hard Fork
The New York Times
TED Radio Hour
NPR