Environmentally Sustainable AI: Spike-Based Machine Intelligence скачать в хорошем качестве

Environmentally Sustainable AI: Spike-Based Machine Intelligence

AI is poised to revolutionize society, yet its escalating energy demands pose a formidable challenge to its long-term sustainability. This talk will present a bio-inspired and integrative vision for building intelligent systems that are not only powerful but also energy-efficient and inclusive. Drawing from their recent work in neuromorphic computing and algorithm-hardware co-design, Prof. Priya Panda will discuss how spiking neural networks (SNNs), a class of AI models inspired by the brain, can offer a compelling alternative. These models leverage temporal processing to improve robustness and dramatically reduce energy consumption, latency, and computational overhead. From a hardware perspective, Priya Panda examines how memory and sparsity management can accelerate SNNs on general-purpose platforms. Speakers: Dominique Würges Chair, ITU-T Study Group 5 , International Telecommunication Union (ITU), Director of Institutional Relations for Standardisation, Orange Gitta Kutyniok Bavarian AI Chair for Mathematical Foundations of Artificial Intelligence, Ludwig-Maximilians Universität München Priya Panda Lloyd F. Hunt Early Career Chair of Electrical & Computer Engineering and Associate Professor of Electrical & Computer Engineering, University of Southern California AI for Good is identifying innovative AI applications, building skills and standards, and advancing partnerships to solve global challenges. AI for Good is organized by ITU in partnership with over 50 UN partners and co-convened with the Government of Switzerland. Join the Neural Network! 👉https://aiforgood.itu.int/neural-netw... The AI for Good networking community platform powered by AI. Designed to help users build connections with innovators and experts, link innovative ideas with social impact opportunities, and bring the community together to solve global challenges using AI. 🔴 Watch the latest #AIforGood videos!    / aiforgood   📩 Stay updated and join our weekly AI for Good newsletter: http://eepurl.com/gI2kJ5 🗞Check out the latest AI for Good news: https://aiforgood.itu.int/newsroom/ 📱Explore the AI for Good blog: https://aiforgood.itu.int/ai-for-good... 🌎 Connect on our social media: Website: https://aiforgood.itu.int/ X:   / aiforgood   LinkedIn Page:   / 26511907   LinkedIn Group:   / 8567748   Instagram:   / aiforgood   Facebook:   / aiforgood   Disclaimer: The views and opinions expressed are those of the panelists and do not reflect the official policy of the ITU.