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Michaela Blott

centre national de la recherche scientifique (cnrs)

19H-index
99Paper Count
1.6KCitation Count
Published Papers 11
Publication Date
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A Survey of FPGA-based 3D CNN Accelerators and Hardware-aware Algorithmic Optimizations
errACM Computing Surveys
IF28
err2025-12-08
err0
errOAAI
errDana Diaconu; Xue Lin; Michaela Blott; Miriam Leeser
errShare
errSave
EcoFlow: Efficient Convolutional Dataflows on Low-Power Neural Network Accelerators
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2024-09-01
err1
PREAI
errOrosa, Lois; Koppula, Skanda; Umuroglu, Yaman; Kanellopoulos, Konstantinos; Gomez-Luna, Juan; Blott, Michaela; Vissers, Kees; Mutlu, Onur
errShare
errSave
High-efficiency Compressor Trees for Latest AMD FPGAs
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2024-04-30
err0
errOAAI
errHossfeld, Konstantin J.; Damsgaard, Hans Jakob; Nurmi, Jari; Blott, Michaela; Preusser, Thomas B.
errShare
errSave
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays
errJOURNAL OF LIGHTWAVE TECHNOLOGY
IF4.8
err2023-06-15
err7
errOAAI
errFreire, Pedro J.; Srivallapanondh, Sasipim; Anderson, Michael; Spinnler, Bernhard; Bex, Thomas; Eriksson, Tobias A.; Napoli, Antonio; Schairer, Wolfgang; Costa, Nelson; Blott, Michaela; Turitsyn, Sergei K.; Prilepsky, Jaroslaw E.
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errSave
Elastic-DF: Scaling Performance of DNN Inference in FPGA Clouds through Automatic Partitioning
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2021-12-06
err22
errOAAI
errAlonso, Tobias; Petrica, Lucian; Ruiz, Mario; Petri-Koenig, Jakoba; Umuroglu, Yaman; Stamelos, Ioannis; Koromilas, Elias; Blott, Michaela; Vissers, Kees
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errSave
Benchmarking vision kernels and neural network inference accelerators on embedded platforms
errJOURNAL OF SYSTEMS ARCHITECTURE
IF4.1
err2021-02-01
err24
errOAAI
errQasaimeh, Murad; Denolf, Kristof; Khodamoradi, Alireza; Blott, Michaela; Lo, Jack; Halder, Lisa; Vissers, Kees; Zambreno, Joseph; Jones, Phillip H.
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errSave
Real-time machine learning based fiber-induced nonlinearity compensation in energy-efficient coherent optical networks
errAPL PHOTONICS
IF5.3
err2020-04-01
err15
errOAAI
errGiacoumidis, Elias; Lin, Yi; Blott, Michaela; Barry, Liam P.
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errSave
Evaluation of Optimized CNNs on Heterogeneous Accelerators Using a Novel Benchmarking Approach
errIEEE TRANSACTIONS ON COMPUTERS
IF3.8
err2020-01-01
err12
errOAAI
errBlott, Michaela; Fraser, Nicholas J.; Gambardella, Giulio; Halder, Lisa; Kath, Johannes; Neveu, Zachary; Umuroglu, Yaman; Vasilciuc, Alina; Leeser, Miriam; Doyle, Linda
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errSave
FINN-R: An End-to-End Deep-Learning Framework for Fast Exploration of Quantized Neural Networks
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2018-12-15
err274
errOAAI
errBlott, Michaela; Preusser, Thomas B.; Fraser, Nicholas J.; Gambardella, Giulio; O'Brien, Kenneth; Umuroglu, Yaman; Leeser, Miriam; Vissers, Kees
errShare
errSave
A Hash Table for Line-Rate Data Processing
errACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS
IF2.8
err2015-03-24
err25
PREAI
errIstvan, Zsolt; Alonso, Gustavo; Blott, Michaela; Vissers, Kees
errShare
errSave
OSNT: Open Source Network Tester
errIEEE NETWORK
IF6.3
err2014-09-01
err49
errOAAI
errAntichi, Gianni; Shahbaz, Muhammad; Geng, Yilong; Zilberman, Noa; Covington, Adam; Bruyere, Marc; McKeown, Nick; Feamster, Nick; Felderman, Bob; Blott, Michaela; Moore, Andrew W.; Owezarski, Philippe
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
O
Onur Mutlu
H-index: 112 · Papers: 867
N
Nick McKeown
H-index: 85 · Papers: 247
S
Sergei K. Turitsyn
H-index: 70 · Papers: 1.0K
N
Nick Feamster
H-index: 69 · Papers: 412
G
Gustavo Alonso
H-index: 66 · Papers: 420
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