Artur Podobas

We have some great news and updates from the EXTRA-BRAIN project meeting in Madrid! 🇪🇸 Check our post on LinkedIn: linkedin.com/feed/update/ur…

CGRA4HPC workshop starts now. Exciting program (check cgra4hpc.podobas.net), so if you are attending #ipdps, make sure to come by.

Are Spiking Neural Networks (SNNs) a new killer use-case for FPGAs? Our new accelerator outperforms GPUs on simulating Cortical microcircuits while being much more energy-efficient (25 nJ/event). Preprint here: arxiv.org/abs/2405.02019

Future of CGRA in HPC. Come see our panel at 15:15 at CGRA4HPC @IPDPS starring Antonino Tumeo, Boma Adhi, Markus Weinhardt, and Raghu Prabhakar!

SambaNova's Raghu Prabhakar on accelering AI using CGRAs; now at @IPDPS and CGRA4HPC!

Exciting talk by Antonino Tumeo now at CGRA4HPC @IPDPS in the CGRA4HPC for data analytics, hpc and edge!

Prof. Jason Andersson's presentation on how elastic vs static CGRAs impact mappability. Now at CGRA4HPC @IPDPS.

Now at CGRA4HPC(@IPDPS). Professor Abdelrahman show how to design CGRAs for high memory throughput!

At @IPDPS today? Check out the CGRA4HPC workshop starring at 09:00 (program at cgra4hpc.podobas.net).

Neuromorphic computing, new AI/ML techniques, high-performance cortical simulations, brain-inspired computations (and more) with presentations from five leading experts today at the IPDPS CORTEX workshop (15:00 CEST). Check out cortex.ws @IPDPS #IPDPS22

Interested in CGRAs and HPC? Check out our workshop CGRA4HPC co-located with @IPDPS that runs today from 15:00 CEST and features an exciting technical and industrial track. See cgra4hpc.podobas.net for more information!

Compute enabled deep learning - are other AI paradigms waiting for their AlexNet moment? What are computational challenges? More insights from neuroscience? These and related topics at cortex.ws workshop by @APodobas, @barryjdevereux, @cdschuman, and yours truly.

AI and hardware driven by neuroscience, and vice versa! Neuromorphic, spiking, BCPNN and HTM, FPGA, CGRA and non-CMOS, emergent AI paradigms and all the other related COOL STUFF at the cortex.ws workshop @IPDPS! Check it out and submit your work! 🔃 appreciated ^_^

#HPDC21 is opening Jun 21-25. Check our latest program at hpdc.org/2021/program/ All conference talks and workshops are accessible whova.com/portal/webapp/…. @ascgroup @_Kento_Sato_ @APodobas @epigramhs @AnaLuciaVarbanescu @GeraldLofstead

Our paper on #lead exposures during military firearms training is out. Even low exposures for relatively short durations (in this case 9 days) increased cadets' blood lead levels: sciencedirect.com/science/articl…

#Socioscientific issues are an integral part of today’s #scienceeducation and often connect to #risk, which presents an opportunity for risk researchers to engage in teaching about risk analysis. Read more by @DrLSchenk in Risk Analysis: ow.ly/Fpqn50ESh2U

@thoefler @epigramhs Thanks for the question @thoefler. It's hard to say, as FPGAs often lag behind GPUs in terms of technology (nm, ext.mem be, ...), and we have to rely on models to reason around "apple-to-apple" comparisons. Perhaps this technology gap will be bridged when Moore's law ends?

@APodobas @epigramhs Is it always the "hypothetical future" #FPGA that will outperform current GPUs? Asking for a friend.

How to accelerate Spectral Element Methods on FPGAs, including projecting performance of future (and hypothetical) FPGAs that could outperform even the most recent GPUs (V100/A100). arxiv.org/abs/2010.13463

In press! Proof-of-concept for a method to measure skin permeation of several metals continuously during ongoing exposure to a mixture of metals: sciencedirect.com/science/articl…

Awesome (and important) work being funded!