Artur Podobas

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Artur Podobas

Artur Podobas

@APodobas

Associate Professor in Computer Systems at KTH Royal Institute of Technology

Stockholm, Sweden Katılım Ağustos 2018
56 Takip Edilen42 Takipçiler
Artur Podobas
Artur Podobas@APodobas·
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
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Artur Podobas
Artur Podobas@APodobas·
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!
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Artur Podobas
Artur Podobas@APodobas·
SambaNova's Raghu Prabhakar on accelering AI using CGRAs; now at @IPDPS and CGRA4HPC!
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Artur Podobas
Artur Podobas@APodobas·
Exciting talk by Antonino Tumeo now at CGRA4HPC @IPDPS in the CGRA4HPC for data analytics, hpc and edge!
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Artur Podobas
Artur Podobas@APodobas·
Prof. Jason Andersson's presentation on how elastic vs static CGRAs impact mappability. Now at CGRA4HPC @IPDPS.
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Artur Podobas
Artur Podobas@APodobas·
Now at CGRA4HPC(@IPDPS). Professor Abdelrahman show how to design CGRAs for high memory throughput!
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Artur Podobas
Artur Podobas@APodobas·
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
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Artur Podobas
Artur Podobas@APodobas·
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!
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Aleksandr Drozd
Aleksandr Drozd@bkbrd·
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.
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Aleksandr Drozd
Aleksandr Drozd@bkbrd·
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 ^_^
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Linda Schenk
Linda Schenk@DrLindaSchenk·
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…
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Artur Podobas
Artur Podobas@APodobas·
@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?
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Artur Podobas
Artur Podobas@APodobas·
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
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Linda Schenk
Linda Schenk@DrLindaSchenk·
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…
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