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In this keynote, Prof. Atienza will discuss new approaches to effectively co-design the next generation of edge AI computing systems by taking inspiration from how biological computing systems operate. This new trend of bioinspired system co-design approaches combines new open-source computing platforms that operate ensembles of neural networks to improve robustness of the outputs and minimizing memory and computation resources. Consequently, this advocated next generation of IoT systems benefit from critical biological concepts, such as in-memory computing or run-time reconfigurable coarse-grained accelerators, to enable a minimal energy consumption according to the required precision of the target application. Moreover, these new bioinspired systems can go one step beyond current biological systems. In particular, they can easily collaborate through federated learning to gradually help each other improve their outcomes in different real-life operating conditions. </div> <div class="row lecture__section"> <h2>About this Lecture</h2> <span> <strong>Number of Slides: </strong> 32</span><br/> <span> <strong>Duration: </strong> 40 minutes </span><br/> <span> <strong>Languages Available: </strong> English</span><br/> <span> <strong>Last Updated: </strong> <span id="lecDate"></span> </span> </div> <div class="row lecture__section"> <h2>Request this Lecture</h2> <p>To request this particular lecture, please complete this <a href="https://services.acm.org/public/speakers/request_lecture.cfm?lecture_id=15539" target="_blank">online form.</a> </p> </div> <div class="row lecture__section"> <h2>Request a Tour</h2> <p>To request a tour with this speaker, please complete this <a href="https://services.acm.org/public/speakers/request_tour.cfm?lecturer_id=18537" target="_blank">online form.</a> 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