The latest Technologies, Best Practices, and Trends from the Arm Ecosystem
Get the very latest in best practices, technologies, and trends from across the Arm ecosystem in this series of talks. Leading experts cover topics across the industry, including artificial intelligence, automotive, consumer technology, infrastructure, and IoT. All Arm Tech Talks focus on the latest cutting-edge research, real-world use cases, code examples, workshops, demos, and more—and it’s all on Arm.
Upcoming Tech Talks
Building Advanced Data Collection in Automotive
Session: Presentation and Demo
Speaker:
Sanjay Khatri, Head of Product Marketing, Sonatus Jaime Alcántara, Sr. Product Manager, Sonatus
Modern vehicles create significant data but existing approaches fail to capture the full potential value. Sonatus is accelerating vehicle software innovation by supporting the deployment of software-defined vehicle technologies. One Sonatus product is a highly configurable data collector that allows OEMs to intelligently use data to enhance the driving experience and improve vehicle quality. In this presentation, we will show the importance of configurable data collection deployed on Arm-based silicon and demonstrate key standards it uses.
Enabling machine learning applications using Arm Ethos-U65 on NXP i.MX 93 applications processor
Session: Presentation and Demo
Speaker:
This talk introduces the recently launched i.MX 93 applications processor family by describing its SoC architecture along with the components used and the target applications. We will provide details on how the built-in Arm Ethos-U65 is used as an efficient acceleration engine to support ML applications and show how the rich feature set of the i.MX 93 processors, containing both Cortex-A55 and Cortex-M33, support demanding embedded vision applications, such as a driver monitoring system.
Tech Talks On-Demand
There are significant challenges in hardware-aware model design especially for AI accelerators. This talk presents a new paradigm called RANs which manipulates the amount of non-linearity in deep networks to improve hardware-awareness and efficiency.
Leverage the capabilities of the Ethos-U65 microNPU combined with Cortex-A55 CPUs on NXP's new i.MX 93 applications processor. This talk also covers how to accelerate application development by leveraging solutions and analytics from Arcturus for edge vision applications.
This talk demonstrates how Bondzai's latest AI system, DavinSy solves current tinyML problems (data acquisition, network optimization and model drift) by unlocking training on Arm-powered embedded devices from real live data.
View all Tech Talks On Demand
All Arm Tech Talks are available to watch on-demand on Arm’s YouTube channel. Each talk is live streamed to YouTube and available shortly after the go-live time.
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