Michaela Blott
Orcid: 0000-0002-7833-4057Affiliations:
- AMD Adaptive and Embedded Computing Group (AECG) Labs, Dublin, Ireland
According to our database1,
Michaela Blott
authored at least 72 papers
between 1998 and 2024.
Collaborative distances:
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Bibliography
2024
IEEE Trans. Computers, September, 2024
ACM Trans. Reconfigurable Technol. Syst., June, 2024
ACM Trans. Embed. Comput. Syst., March, 2024
Frontiers Big Data, 2024
Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024
Proceedings of the 34th International Conference on Field-Programmable Logic and Applications, 2024
Optimizing Communication for Latency Sensitive HPC Applications on up to 48 FPGAs Using ACCL.
Proceedings of the Euro-Par 2024: Parallel Processing, 2024
2023
ACM Trans. Embed. Comput. Syst., November, 2023
IEEE Des. Test, April, 2023
Proc. VLDB Endow., 2023
CoRR, 2023
2022
Elastic-DF: Scaling Performance of DNN Inference in FPGA Clouds through Automatic Partitioning.
ACM Trans. Reconfigurable Technol. Syst., 2022
RadioML Meets FINN: Enabling Future RF Applications With FPGA Streaming Architectures.
IEEE Micro, 2022
Frontiers Big Data, 2022
IEEE Des. Test, 2022
Implementing Neural Network-Based Equalizers in a Coherent Optical Transmission System Using Field-Programmable Gate Arrays.
CoRR, 2022
CoRR, 2022
Towards FPGA Implementation of Neural Network-Based Nonlinearity Mitigation Equalizers in Coherent Optical Transmission Systems.
CoRR, 2022
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2022
2021
Evaluation of Optimized CNNs on Heterogeneous Accelerators Using a Novel Benchmarking Approach.
IEEE Trans. Computers, 2021
Benchmarking vision kernels and neural network inference accelerators on embedded platforms.
J. Syst. Archit., 2021
Performance vs. hardware requirements in state-of-the-art automatic speech recognition.
EURASIP J. Audio Speech Music. Process., 2021
Proceedings of the IEEE/ACM International Workshop on Heterogeneous High-performance Reconfigurable Computing, 2021
Proceedings of the Euro-Par 2021: Parallel Processing, 2021
2020
Proceedings of the IEEE International Test Conference, 2020
Proceedings of the International Conference on Field-Programmable Technology, 2020
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Evolutionary bin packing for memory-efficient dataflow inference acceleration on FPGA.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
LogicNets: Co-Designed Neural Networks and Circuits for Extreme-Throughput Applications.
Proceedings of the 30th International Conference on Field-Programmable Logic and Applications, 2020
Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020
Evaluation of Optimized CNNs on FPGA and non-FPGA based Accelerators using a Novel Benchmarking Approach.
Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020
Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020
2019
ACM J. Emerg. Technol. Comput. Syst., 2019
Proceedings of the 2019 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2019
Proceedings of the 2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2019
2018
FINN-<i>R</i>: An End-to-End Deep-Learning Framework for Fast Exploration of Quantized Neural Networks.
ACM Trans. Reconfigurable Technol. Syst., 2018
FINN-R: An End-to-End Deep-Learning Framework for Fast Exploration of Quantized Neural Networks.
CoRR, 2018
Proceedings of the 23rd ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2018
FINN-L: Library Extensions and Design Trade-Off Analysis for Variable Precision LSTM Networks on FPGAs.
Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018
Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Accuracy to Throughput Trade-Offs for Reduced Precision Neural Networks on Reconfigurable Logic.
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2018
2017
Compressing Low Precision Deep Neural Networks Using Sparsity-Induced Regularization in Ternary Networks.
Proceedings of the Neural Information Processing - 24th International Conference, 2017
Scaling Neural Network Performance through Customized Hardware Architectures on Reconfigurable Logic.
Proceedings of the 2017 IEEE International Conference on Computer Design, 2017
Proceedings of the 8th Workshop and 6th Workshop on Parallel Programming and Run-Time Management Techniques for Many-core Architectures and Design Tools and Architectures for Multicore Embedded Computing Platforms, 2017
Proceedings of the 2017 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2017
Architectural optimizations for high performance and energy efficient Smith-Waterman implementation on FPGAs using OpenCL.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
2016
Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016
Proceedings of the International Conference on High Performance Computing & Simulation, 2016
2015
ACM Trans. Reconfigurable Technol. Syst., 2015
Proceedings of the 7th USENIX Workshop on Hot Topics in Storage and File Systems, 2015
Proceedings of the 23rd IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2015
2014
2013
Proceedings of the 5th USENIX Workshop on Hot Topics in Cloud Computing, 2013
Proceedings of the 2013 IEEE Hot Chips 25 Symposium (HCS), 2013
Proceedings of the 23rd International Conference on Field programmable Logic and Applications, 2013
Proceedings of the Symposium on Architecture for Networking and Communications Systems, 2013
2012
Proceedings of the IEEE 20th Annual Symposium on High-Performance Interconnects, 2012
2010
Design of a flexible high-speed FPGA-based flow monitor for next generation networks.
Proceedings of the 2010 International Conference on Embedded Computer Systems: Architectures, 2010
2009
Debugging FPGA-based packet processing systems through transaction-level communication-centric monitoring.
Proceedings of the 2009 ACM SIGPLAN/SIGBED conference on Languages, 2009
Automated instrumentation of FPGA-based systems for system-level transaction monitoring.
Proceedings of the 2008 IEEE International Symposium on System-on-Chip, 2009
Architectural Comparison of Instruments for Transaction Level Monitoring of FPGA-Based Packet Processing Systems.
Proceedings of the FCCM 2009, 2009
2001
1998
A Networked Frame Buffer with Windows Management Support.
Proceedings of the EUROMEDIA 1998 featuring WEBTEC-MEDIATEC-COMTEC-APTEC, 1998