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This presentation will first highlights some basic training techniques, such as data augmentation, but the primary focus will be on various ways to deploy neural network frameworks and classical machine learning algorithms, and most importantly, utilizing a variety of open source tools and techniques. We will show how these techniques fit in with some real use cases such as object recognition and anomaly detection. The hands-on session portion of the class will allow attendees to take a trained neural network model and deploy it on a i.MX 8M. Attendees will utilize the Linux development environment and implement an end-to-end use case.
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Automotive Advanced Analog Solutions  Emerging Trends & Innovation NXP Microcontroller Update Smart Machinery & Industrial Automation Hands-On Workshop: Secure Connection to Google Cloud IoT Core  Smart Networks & Computing Layerscape - Edge Computing  Smarter World Solutions & Multimode Connectivity Are You Ready for the Next i.MX Product Launch?  Hands-On Workshop: i.MX RT Cross-Over Processors  NXP Secure, Interface and Power Solutions  See What's Next on NFC Technology
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Understand the value, benefits and features  of Arm's latest Cortex-M33 core through a LPC5500-based product training and hand-on session.
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With over half a billion parts shipped to date, i.MX applications processors transform interactions in ways you never imagined. Learn about the i.MX portfolio and enablement that offer multicore solutions for multimedia and display applications with high-performance and low-power capabilities that are scalable, safe, and secure. 
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Introduction to working with NXP's Automotive NFC NCI library and demo software.
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The talk will first outline the trade-off between heterogeneous architectures and more traditional approaches of using external controllers. Asymmetric Heterogeneous Architectures are found in NXPs i.MX 6SoloX, i.MX 7 and i.MX 8 SoCs. The discussion is centered around the balancing robot and an IoT use case, including live demos. In the second part of the talk, we’ll discuss the software challenges of such an architecture. We’ll focus on using the Linux frameworks remoteproc & rpmsg which are the de-facto standard frameworks used to support such architectures in various. Finally, we’ll look at the robot’s and IoT Demo Qt-based graphical application that interfaces with rpmsg to communicate with the FreeRTOS firmware.
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This hands-on session introduces the MCUXpresso suite of tools (IDE, SDK, Config Tools) and shows users how to rapidly start development with thousands of Kinetis and LPC MCUs based on the Arm® Cortex®-M core. Using either Kinetis, LPC or i.MX RT development hardware, attendees will build a custom SDK, configure pins and clocks settings, generate a project, import and debug an application.
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This session will provide an overview of NXP's broad and scalable microcontrollers portfolio and give details on which product families are available for different markets and use cases. It will also give an overview of the unified tools, software and solutions that enable the portfolio of microcontrollers. 
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Mbed OS and Mbed Cloud overview. Builiding device apps with NXP MCUXpresso IDE building device apps that connect to Mbed cloud.
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This session will give a introduction to the S32 radar processor covering trends and key features.
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Learn about the IoT home automation based on i.MX 6 applications processors.
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EUF-NET-T1751 - Layerscape Management Complex firmware is built to enable DPAA2 customers with resource, state and flow management. It is designed specifically for resource allocation and tracking, resource recovery in fault scenarios, and abstraction, virtualization and management of network functions. These networking functions include network interfaces, switches and aggregators, accelerator interfaces, and more. It's also designed specifically for supporting key attributes for objects management like direct access by different software contexts, dynamic discovery of objects, hot plug/unplug and security and isolation between software contexts.
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Graphics on the i.MX RT lab material. The i.MX RT series supports product designs that include advanced multimedia for GUI and enhanced human machine interface (HMI) experience. Its features include advanced 2D graphics acceleration engine, LCD display controllers, camera sensor interfaces, and audio interfaces for high-performance, multi-channel audio streaming. Join this session to learn how to develop graphics on i.MX RT. The attendees in this class will leave with an i.MX RT1060 board on behalf of Digi-Key.
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Join this session to understand all the security features integrated in the recently launched LPC5500 MCU Family and learn how to implement these features to design a low-power system with robust security using the MCUXpresso Software & Tools.
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Ethernet is becoming the leading technology for high bandwidth applications such as ADAS and infotainment systems. In this presentation, we will discuss the main use-cases of Automotive Ethernet in the vehicle, review the trends and new upcoming standards such as AVB and TSN and finally discuss what solutions are available from NXP to enable customers to get today.
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Presented by Taki Chow, Advantech Presented at DwF Kinetis MCUs Based on ARM® Technology Nanjing - 12 March 2015
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EUF-DES-T1741 - This session will give an overview of the QorIQ Layerscape solutions.
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