Firmware Engineer at Teledyne RESON | PhD Computer Engineering
Gladsaxe, Denmark
Joined February 2013
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Two months ago, I was selected as the winner of the Approximate Computing Research Excellence Award for the contributions made to the field in the review article "Approximation Opportunities in Edge Computing Hardware: A Systematic Literature Review"📄
My thanks go to the independent reviewers charged with selecting a winner for this award, and to everyone involved in the #HorizonEU @APROPOS_Project for three fantastic, productive years!
More information about the award is available at the APROPOS homepage: projects.tuni.fi/apropos/new…
Another recent experiment of mine 📢
Introducing #emixa, a Python-Scala library to characterize and visualize the errors produced by #inexact/#approximate #arithmetic units. Now available in open-source:
github.com/aproposorg/emixa
Self-promotion incoming 📢
Are you looking for a flexible library of #inexact/#approximate #arithmetic units for your next #hardware design?
Consider using my approx library, now extended with (in-)exact (parallel) accumulators: github.com/aproposorg/approx
#emixa represented a chance for me to try using run-time #reflection in combination with hardware tests in @scala_lang to reduce the developer efforts required to use the library vastly. The #Python front-end handles passing arguments, #Scala transforms them to the proper types💡
Self-promotion incoming 📢
Are you looking for a flexible library of #inexact/#approximate #arithmetic units for your next #hardware design?
Consider using my approx library, now extended with (in-)exact (parallel) accumulators: github.com/aproposorg/approx
Contributions to approx are welcome through PRs!
Thanks to the #HorizonEU @APROPOS_Project for sponsoring my work!
Six months have passed since the #Euromicro #DSD conference and the proceedings have finally been published, my paper included 📄
Consider giving it a read at: ieeexplore.ieee.org/document…
Disclaimer: the source code for CGRAgen yet has to be made available in open source as I have been preoccupied with other pressing tasks. It is still projected to be published on the #HorizonEU @APROPOS_Project GitHub page once ready 💻
Six of my co-ESRs in the #HorizonEU @APROPOS_Project and I have just wrapped up our collaboration on transforming a project-internal report into a substantial article on adaptive #approximate #computing.
Your valuable contributions, comments, and suggestions have been key to shaping the article and dealing with any bumps on the way to its publication!
The article is available in early access on the Elsevier website: sciencedirect.com/science/ar…
Today marks one year since the official publication of our systematic literature. The article has since been a source of inspiration for my work and received a great deal of interest from other researchers, standing at more than 4000 downloads via ACM's Digital Library alone 🤩
Extremely excited to announce that my systematic #review of approximation opportunities in #EdgeComputing #hardware has been accepted for publication in #ACM Computing Surveys.
dl.acm.org/doi/10.1145/35727…
This week, I also took part in the last official event as part of the #HorizonEU #APROPOS_Project hosted by @PoliTOnews. Unlike the prior events that were predominantly filled with lectures by external speakers, this event was full of presentations by the ESRs, myself included.
It was great to see that everyone has been productive and produced valuable scientific contributions 🕵🏻♂️ Thanks again to my supervisors, Jari Nurmi and Aleksandr Ometov, for organizing @APROPOS_Project and all its related events.