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Are you attending World Summit AI: We do AI different. this October? Let's meet and discuss about Energy-Efficient, Noise-Aware Keyword Spotting #EENAKWS at the BonsAPPs booth. Together with Davide, we will be showcasing cutting-edge technology developed by the Center for Project-Based Learning D-ITET and PULP Platform .

It is always a joy to present our work on adaptive audio systems, it gets even cooler when this takes place in a dynamic and diverse learning environment.

We are sharing a couple of photos from World Summit AI: We do AI different. in Amsterdam where Davide from Center for Project-Based Learning D-ITET and Cristi Cioflan presented our flagship ML projects. Check out worldsummit.ai. Powered by BonsAPPs.

Greetings from #DATE2024, where Cristi Cioflan, Manuele Rusci, and Davide presented a new tutorial on on-device continual learning for MCU devices. The #PULP hands-on tutorial is available at github.com/dnadalini/PULP…, while the slides can be already found at drive.google.com/drive/folders/….

The slides from #DATE2024 tutorial On-Device Continual Learning Meets Ultra-Low Power Processing are on our site: Intro: pulp-platform.org/docs/date2024/… DNN to MCUs: pulp-platform.org/docs/date2024/… TrainLib: pulp-platform.org/docs/date2024/… Efficiency: pulp-platform.org/docs/date2024/… Cristi Cioflan Manuele Rusci

Here is Yoga at #DATE2024 with "12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning" achieving SoA results using orthogonal regularization & meta-learning with a multi-margin loss arxiv.org/pdf/2403.07851… Joint effort of #IBMResearch, Cristi Cioflan, Þórir Már 🇺🇦.

#DATE2024 was a great learning opportunity, with inspiring keynotes and instructive presentations. Here is our #ondevicelearning tutorial: pulp-platform.org/conferences.ht…

#AICAS2024 is underway in Abu Dhabi. Visit Cristi Cioflan's "On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems" tomorrow - Track 2, 09:00-10:30. epapers2.org/aicas2024/ESR/… See the paper on arXiv: arxiv.org/abs/2403.10549

Here is Cristi Cioflan presenting On-Device Domain Learning at #AICAS2024 in Abu Dhabi 🇦🇪. Check out the slides pulp-platform.org/docs/aicas2024… and join him on Thursday, Track 21, 10:50 - 12:20 for a live demonstration on the GreenWaves GAP9.

Of course, we couldn't miss this year's #SOLA: 14 team members, 114.77 km & an altitude difference of 2640m. Rank 555 in around Zurich🏆. Thank you for representing PULP! Xiaying Wang Marco Bertuletti Samuel Þórir Már 🇺🇦 Victor Jung Cristi Cioflan Tim Fischer Victor J. Kartsch et al😀.

Proudly sharing our latest achievement!

Our latest works on adaptive BMI are now open github.com/pulp-bio/bmi-o…. We leverage continual learning on GAP9 to mitigate inter-session variability for EEG-based systems. See arxiv.org/pdf/2409.09161 arxiv.org/pdf/2409.10654 Lan Cristi Cioflan Þórir Már 🇺🇦 Victor J. Kartsch

Christmas is almost here. We are sharing a couple of photos from our Xmas party with past and current PULP members and dear friends collocated with Philip's Philip Wiese and Cristi Cioflan's birthdays. Happy Birthday and Merry Christmas, everyone!🎂🎄

What better way to start your sunny weekend than by trying out our Environment-Aware Embeddings?

I will present our Federated Continual Learning system at the RISC-V International summit. If you'll be in Paris 🇫🇷, let's meet up!

Time to conquer Paris! #RISCV Summit Europe just started and Charlie The Bear and the PULP team couldn't miss it, of course. Looking forward to meeting all of you!

And here is the poster "On-Device Federated Continual Learning on RISC-V-based Ultra-Low-Power SoC for Intelligent Nano-Drone Swarms" by Lars and Cristian Cristi Cioflan presented at the #RISCV Summit Europe in Paris: pulp-platform.org/docs/riscvsumm… & arxiv.org/abs/2503.17436

Mens sana in corpore sano.