Samsung Research’s Post

In Optica OPN, Infinera’s Tim Doiron discusses how AI has the power to transform the reliability, resiliency, and anticipatory nature of our networks and really turbocharge in many ways the efficiency of what we do and how fast we can go. Find out more: https://bit.ly/3MFlW1j #OpticalNetworking #AI #ArtificialIntelligence

Find out how MediaTek is accelerating 6G connectivity with AI in this Tek Talk with Jezabel Garcia, Senior Deep Learning Researcher. Improving connectivity, especially next-generation 6G, requires immense theoretical analysis and raw data processing compared to past generations. MediaTek sees AI as a valuable tool in this process, reducing the time and effort to analyze data and, therefore, accelerating time to market. Learn more about how MediaTek is working on channel selection and simulation in 6G. Watch: https://bit.ly/3QVxhNc Discover more Tek Talks here: https://bit.ly/48jKu8w #MediaTek #TelkTalk #Research #AIResearch #6G #AI

🚀 Exciting Times for AI in Ireland! 🚀 Thrilled to share the incredible strides our NPU team in Ireland is making in the realm of Artificial Intelligence. Under the visionary leadership of Micheal Langan, our VP, the team has been at the forefront of developing cutting-edge Neural Processing Units (NPUs) that are revolutionizing the AI landscape. “Our team is dedicated to pushing the boundaries of AI technology. The advancements we’re making with NPUs are not only enhancing computational efficiency but also paving the way for more intelligent and impactful AI applications,” says Michael Langan. Our NPUs are not just enhancing computational efficiency but are also paving the way for more advanced and intelligent AI applications. This progress is a testament to the hard work, dedication, and innovative spirit of our team here in Ireland. 🌟 Key Highlights: Innovation: Our NPUs are setting new benchmarks in AI performance and efficiency. Collaboration: A strong team effort driving groundbreaking advancements. Impact: Transforming industries and improving lives through smarter AI solutions. Join us in celebrating these achievements and looking forward to a future where Artificial Intelligence continues to evolve and make a positive impact on the world. #AI #Innovation #NPU #TeamIreland #ArtificialIntelligence #TechLeadership #IamIntel

A good read and a different perspective. The author provides a point of view on the application of AI use cases. https://lnkd.in/dRrnGhg2

𝗘𝘃𝗲𝗿𝘆𝗼𝗻𝗲 𝗶𝘀 𝘁𝗮𝗹𝗸𝗶𝗻𝗴 𝗮𝗯𝗼𝘂𝘁 𝗔𝗜 𝗮𝗻𝗱 𝘁𝗵𝗲 $𝟱𝟬𝟬 𝗯𝗶𝗹𝗹𝗶𝗼𝗻 𝗶𝗻𝘃𝗲𝘀𝘁𝗺𝗲𝗻𝘁. Lets look into the integration of AI into 3GPP conformance testing for 5G NR. While it holds a significant promise but also introduces unique challenges. In Part one on this article , I will cover the scope of AI in 3GPP Conformance Testing for 5G NR and beyond. 𝗧𝗲𝘀𝘁 𝗖𝗮𝘀𝗲 𝗚𝗲𝗻𝗲𝗿𝗮𝘁𝗶𝗼𝗻 : AI-powered ML algorithms can be used to generate test cases automatically, reducing the time and effort required to create test cases manually. For example, reinforcement learning algorithms can be used to generate test cases that maximize the coverage of 3GPP test specifications. Thousands of edge cases that might be overlooked in manual testing can be created by AI. 𝗧𝗲𝘀𝘁 𝗗𝗮𝘁𝗮 𝗔𝗻𝗮𝗹𝘆𝘀𝗶𝘀 : AI-powered Deep learning techniques can be used to analyse large amounts of test data quickly and accurately, identifying trends and patterns that may not be apparent to human testers. For example, convolutional neural networks (CNNs) can be used to analyse the spectral characteristics of 5G RF signals. It can help analysing uplink and downlink RF signals to detect compliance issues in spectral efficiency or bandwidth utilization. 𝗗𝗲𝗳𝗲𝗰𝘁 𝗗𝗲𝘁𝗲𝗰𝘁𝗶𝗼𝗻 : AI-powered anomaly detection algorithms can be used to detect defects in devices and base stations, reducing the need for manual testing and improving the overall quality of the devices. Detecting deviations in latency, jitter, or throughput using algorithms like one-class SVMs or autoencoders. 𝗧𝗲𝘀𝘁 𝗢𝗽𝘁𝗶𝗺𝗶𝘇𝗮𝘁𝗶𝗼𝗻 : AI-powered genetic algorithms can be used to optimize test sequences and test cases to reduce testing time and improve testing efficiency. For example, genetic algorithms can be used to optimize the order of test cases to minimize the overall testing time.  In the next post, I will try to cover Benefits of AI, Challenges and Limitations, Future Directions to the industry to fully harness the potential of AI in 3GPP conformance testing. #AI #3GPP #5G #6G #ArtificialIntelligence #MachineLearning #5GTechnology #FutureOfTelecom #5GNR

The future of AI is local! Discover how local generative AI is revolutionizing the way we interact with technology, from mobile devices to everyday applications. https://lnkd.in/gVt7j7ib #AI #FutureofTech #DemocratizingAI

New Post: Ambient Scientific unveils first ever AI module powered by a coin cell battery - https://lnkd.in/exWzs8Aj Ambient Scientific, The AI Processor Company, announced today its first coin cell battery powered AI module, named the Sparsh-board, targeted for a variety of on-device AI applications such as human activity recognition, voice control, acoustic event detection and more capable of running on a coin cell battery for months of always-on AI operation. Equipped with …

What’s the next step in your organization’s #AI adoption? Explore the possibilities with devices featuring the new Intel Corporation Core Ultra processors powered by AI. https://cdw.social/3K2QXe9 #GenAI #DigitalWorkspace

Adoption of #AI is key for organizations as they transition in their growth journey. It’s not limited to #healthcare. Our everyday lives will be impacted by AI. #strategy

"In this blog, we will examine the intersection of MCU technology and AI/ML, and how it affects low-power edge devices. We'll discuss the difficulties, innovations, and practical use cases of running AI on battery-operated MCUs." Mark Beecham