John Soldatos’ Post

Technology Report: The State of Edge AI in 2024 (Free Download) I am delighted to have contributed to and co-authored the latest Wevolver (Jess Miley Bram Geenen Tasos Polygenis) in collaboration with Samir Jaber (editor in chief of the report) and Ravi Rao. The report combines months of research into Edge AI applications across industries, presenting industry-specific insights, real-life case studies, and a peek into generative AI technology and its convergence with edge computing. The report is developed in partnership tinyML Foundation and sponsored by several industry leaders in #edgeAI including Renesas Electronics, Synaptics Incorporated, Arduino, Nordic Semiconductor, Syntiant Corp., Mouser Electronics, and others. You can download your copy of the report for free here: https://lnkd.in/ekJPm7ST Rute C. Sofia Oscar Lazaro George Kousiouris Dimosthenis Kyriazis George Makridis Damir Filipovic #EdgeAI #AI #TechnologyReport #EdgeAIReport #2024EdgeAiReport #generativeAI

**AI at the Edge Seminar Recap** 🌟 On October 29th, Sony Semicon (EU) EUTDC had the privilege of participating in the AI at the Edge seminar held in Trento. We showcased the PhD project of Maurizio Patrick De Marchi, titled **“Feasibility Study on Neural Network Acceleration within an Image Sensor.”** This innovative research highlights the potential of integrating AI capabilities directly into image sensors, paving the way for smarter edge devices. Additionally, our own Davide Marani, Digital IC Engineer at EUTDC, contributed valuable insights during the discussion panel, engaging with experts from various disciplines. The seminar, organized by **Fondazione Bruno Kessler**, brought together thought leaders to explore the future impact of AI embedded in edge devices, from microcontrollers to image sensors. We are excited about the possibilities that lie ahead in the realm of AI at the Edge! #SonyEUTDC #AIatTheEdge #Innovation #ImageSensors #EdgeComputing #FondazioneBrunoKessler

Especially power-hungry applications 🔌, e.g. involving #AI algorithms or requiring processing of excessive #sensor data, require novel approaches to develop faster and more efficient #computerchips. This is the focus of the 𝟮𝟬𝟮𝟰 𝗚𝗲𝗿𝗺𝗮𝗻𝘆-𝗞𝗼𝗿𝗲𝗮 𝗔𝗜 𝗖𝗵𝗶𝗽 𝗱𝗲𝘀𝗶𝗴𝗻 𝗪𝗲𝗯𝗶𝗻𝗮𝗿 on 𝗝𝘂𝗻𝗲 𝟭𝟮𝘁𝗵 𝗮𝘁 𝟴 𝗮.𝗺. 𝗚𝗲𝗿𝗺𝗮𝗻 𝘁𝗶𝗺𝗲. The webinar is organized by 𝗙𝗿𝗮𝘂𝗻𝗵𝗼𝗳𝗲𝗿 𝗥𝗲𝗽𝗿𝗲𝘀𝗲𝗻𝘁𝗮𝘁𝗶𝘃𝗲 𝗢𝗳𝗳𝗶𝗰𝗲 𝗞𝗼𝗿𝗲𝗮, together with Korea 𝗙𝗮𝗯𝗹𝗲𝘀𝘀 𝗜𝗻𝗱𝘂𝘀𝘁𝗿𝘆 𝗔𝘀𝘀𝗼𝗰𝗶𝗮𝘁𝗶𝗼𝗻, and is dedicated to the topic of 𝗰𝗵𝗶𝗽 𝗱𝗲𝘀𝗶𝗴𝗻 𝗶𝗻 𝘁𝗵𝗲 𝗔𝗜 𝗮𝗴𝗲. The goal of this online-event is to generate ideas and initiate common activities between European and Korean players in this future-oriented area. 💪🏽 Experts from #Fraunhofer and representatives of Korean #semiconductor industry will be giving an overview to their top notch research in the area of #chipdesign. In his presentation, Ferdinand Pscheidl from #FraunhoferEMFT will be elaborating the topic of Neuromorphic Computing as a Future #Computing Concept for In-Sensor-Processing. The webinar is free of charge and will be held in English. 🗣 👉🏿 Register for the webinar: https://lnkd.in/dGxaf2bp 👉🏿 More information on the neuromorphic chip design activities of Fraunhofer EMFT: https://lnkd.in/dg_bw9aV Fraunhofer-Gesellschaft FMD - Forschungsfabrik Mikroelektronik Deutschland #thechangestartswithus

🌟 Excited to share the latest achievement from VIAVI Marconi Labs! 🌟 VIAVI Marconi Labs recently demonstrated the "6G AI for Air Interface: Energy-Saving Neuromorphic Receiver" on our Real-Time GPU-Powered 6G Testbed. 🚀 🎥 Watch the demo video from VIAVI 6G Forward Programme: https://lnkd.in/eT-WaJwn 📚 Learn more about VIAVI 6G Forward Programme: https://lnkd.in/eQj_DvaD 📄 Explore our recent research: A. Gupta, O. Dizdar, Y. Chen, and S. Wang. "SpikingRx: From Neural to Spiking Receiver" (Link: https://lnkd.in/etiEqby4) VIAVI Marconi Labs is focusing on bringing the power of neuromorphic computing to the wireless networks. Our 6G testbed demonstrates how neuromorphic computing can shape the future of sustainable, intelligent 6G networks. What is Neuromorphic Receiver? Our neuromorphic receiver, SpikingRx, showcases an energy-efficient solution for next-gen wireless networks by leveraging Spiking Neural Networks (SNNs) to replace multiple signal-processing blocks in 5G-NR receivers. 🔹 Adaptability: Generalized training across DMRS, SNR, Doppler, delay, and channel conditions for seamless environmental adaptation. 🔹 Efficiency: Achieves at least 9× lower energy consumption compared to traditional artificial NN-based solutions. 🔹 Performance: Outperforms conventional 5G-NR receivers in block error rate and delivers comparable results to neural receivers. Let’s innovate and shape the future of wireless connectivity together! 💡 #6G #AI #VIAVI #VIAVIMarconiLabs #AI-RAN #3GPP #Neuromorphic #Computing #Receiver #Wireless #6GInnovation #EnergyEfficiency

📢 Join Marcellino Gemelli at the MEMS and Sensors Executive Conference (MSEC) 2024 in Quebec, Canada, on October 8, at 9:00 a.m. for his talk on "The Seven Steps to Bring AI Tools Inside a Semiconductor Company." 📅 MSEC 2024 gathers leaders from the #MEMS and #sensor supply chain, focusing on business updates, strategic trends, and key technologies. As pioneers in adopting new technologies, especially #AI, we've spent over a decade using embedded algorithms for edge AI to enhance performance and privacy of our sensor data. Recently, new AI tools are reshaping our operations, from shortening software design cycles to improving engineering productivity and customer interactions. Marcellino will share insights on this transformation in seven steps. Curious? Learn more here 👉 https://bit.ly/3N6YQAK.

Wondering how Silicon Photonics is transforming data centers in response to rising AI demands? With data center requirements soaring and traditional solutions hitting limits, Silicon Photonics offers scalable and efficient solutions through advanced photonic integrated circuits. Explore how this technology addresses challenges in power and heat while shaping the future of data transmission. Check out more details below. Get started reviewing content across private and public companies, industry primers, practice area segmentation, legal and regulatory affairs and professional development. https://ter.li/7vh0ub  #SiliconPhotonics #DataCenters #AI #TechInnovation #glg #glglibrary

Wondering how Silicon Photonics is transforming data centers in response to rising AI demands? With data center requirements soaring and traditional solutions hitting limits, Silicon Photonics offers scalable and efficient solutions through advanced photonic integrated circuits. Explore how this technology addresses challenges in power and heat while shaping the future of data transmission. Check out more details below. Get started reviewing content across private and public companies, industry primers, practice area segmentation, legal and regulatory affairs and professional development. https://ter.li/7vh0ub  #SiliconPhotonics #DataCenters #AI #TechInnovation #glg #glglibrary

Neuro Morphic Computing at 10 GBaud. https://lnkd.in/g6atwy3d "Researchers report that their chip-based quantum-dot laser graded neuron can achieve a signal processing speed of 10 GBaud. They used this speed to process data from 100 million heartbeats or 34.7 million handwritten digital images in just one second." "Our technology could accelerate AI decision-making in time-critical applications while maintaining high accuracy," said Huang. "We hope the integration of our technology into edge computing devices -- which process data near its source -- will facilitate faster and smarter AI systems that better serve real-world applications with reduced energy consumption in the future."

Neuromorphic computing, inspired by the brain’s functionality, is on the horizon. In this video, Mike Davies, Director of Neuromorphic Computing at Intel Labs, explains the technology, discusses Intel’s Loihi processors, and explores how neuromorphic computing is set to transform our world! 🖥️🧠📱 👉 Here's the link to an article I wrote about this technology; specifically on Japan's approach to it. https://lnkd.in/gMeGFkt7 👈 #INTEL #ニューロモルフィック工学 #AI #ロボティクス #イノベーション #日本の技術 #未来のテクノロジー #エネルギー効率 #NeuromorphicEngineering #AI #Robotics #Innovation #JapanTech #FutureTechnology #EnergyEfficiency

History of Computing: Timeline from Abacus to AI The evolution of computing has transformed the way we interact with the world, from the humble abacus to the sophisticated artificial intelligence of today. Each milestone in this journey has revolutionized how we process information, communicate, and solve problems. The introduction of the mechanical calculator, followed by the first computers in the mid-20th century, set the stage for the digital age. As we progressed into the era of personal computers and the internet, we witnessed an unprecedented increase in accessibility and connectivity. Now, with AI at the forefront, we are redefining innovation and creativity, paving the way for future advancements that will continue to shape our society. 💻🤖 #HistoryOfComputing #DigitalAge #Innovation #Technology #AIRevolution https://lnkd.in/d_uu43tV