Michaela Blott - Publications, H-index & Citations

Michaela Blott

centre national de la recherche scientifique (cnrs)

19H指数

99论文数

1.6K被引数

收录论文 11

发表时间

A Survey of FPGA-based 3D CNN Accelerators and Hardware-aware Algorithmic Optimizations 基于FPGA的三维CNN加速器及硬件感知算法优化综述

ACM Computing Surveys

IF28

2025-12-08

OAAI

Dana Diaconu; Xue Lin; Michaela Blott; Miriam Leeser

EcoFlow: Efficient Convolutional Dataflows on Low-Power Neural Network Accelerators

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2024-09-01

PREAI

Orosa, Lois; Koppula, Skanda; Umuroglu, Yaman; Kanellopoulos, Konstantinos; Gomez-Luna, Juan; Blott, Michaela; Vissers, Kees; Mutlu, Onur

High-efficiency Compressor Trees for Latest AMD FPGAs

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS

IF2.8

2024-04-30

OAAI

Hossfeld, Konstantin J.; Damsgaard, Hans Jakob; Nurmi, Jari; Blott, Michaela; Preusser, Thomas B.

Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays 使用现场可编程门阵列在相干光传输系统中实现基于神经网络的均衡器

JOURNAL OF LIGHTWAVE TECHNOLOGY

IF4.8

2023-06-15

OAAI

Freire, 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.

Elastic-DF: Scaling Performance of DNN Inference in FPGA Clouds through Automatic Partitioning

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS

IF2.8

2021-12-06

OAAI

Alonso, Tobias; Petrica, Lucian; Ruiz, Mario; Petri-Koenig, Jakoba; Umuroglu, Yaman; Stamelos, Ioannis; Koromilas, Elias; Blott, Michaela; Vissers, Kees

Benchmarking vision kernels and neural network inference accelerators on embedded platforms 在嵌入式平台上对视觉内核和神经网络推理加速器进行基准测试

JOURNAL OF SYSTEMS ARCHITECTURE

IF4.1

2021-02-01

OAAI

Qasaimeh, Murad; Denolf, Kristof; Khodamoradi, Alireza; Blott, Michaela; Lo, Jack; Halder, Lisa; Vissers, Kees; Zambreno, Joseph; Jones, Phillip H.

Real-time machine learning based fiber-induced nonlinearity compensation in energy-efficient coherent optical networks

APL PHOTONICS

IF5.3

2020-04-01

OAAI

Giacoumidis, Elias; Lin, Yi; Blott, Michaela; Barry, Liam P.

Evaluation of Optimized CNNs on Heterogeneous Accelerators Using a Novel Benchmarking Approach

IEEE TRANSACTIONS ON COMPUTERS

IF3.8

2020-01-01

OAAI

Blott, Michaela; Fraser, Nicholas J.; Gambardella, Giulio; Halder, Lisa; Kath, Johannes; Neveu, Zachary; Umuroglu, Yaman; Vasilciuc, Alina; Leeser, Miriam; Doyle, Linda

FINN-R: An End-to-End Deep-Learning Framework for Fast Exploration of Quantized Neural Networks

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS

IF2.8

2018-12-15

274

OAAI

Blott, Michaela; Preusser, Thomas B.; Fraser, Nicholas J.; Gambardella, Giulio; O'Brien, Kenneth; Umuroglu, Yaman; Leeser, Miriam; Vissers, Kees

A Hash Table for Line-Rate Data Processing

ACM TRANSACTIONS ON RECONFIGURABLE TECHNOLOGY AND SYSTEMS

IF2.8

2015-03-24

PREAI

Istvan, Zsolt; Alonso, Gustavo; Blott, Michaela; Vissers, Kees

OSNT: Open Source Network Tester

IEEE NETWORK

IF6.3

2014-09-01

OAAI

Antichi, Gianni; Shahbaz, Muhammad; Geng, Yilong; Zilberman, Noa; Covington, Adam; Bruyere, Marc; McKeown, Nick; Feamster, Nick; Felderman, Bob; Blott, Michaela; Moore, Andrew W.; Owezarski, Philippe

研究方向