Resource-Efficient Convolutional Networks: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.
ACM Comput. Surv., 2023
Increased Leverage of Transprecision Computing for Machine Vision Applications at the Edge.
J. Signal Process. Syst., 2022
Efficient, Dynamic Multi-Task Execution on FPGA-Based Computing Systems.
IEEE Trans. Parallel Distributed Syst., 2022
Evaluation of Static Mapping for Dynamic Space-Shared Multi-task Processing on FPGAs.
J. Signal Process. Syst., 2021
Resource-Efficient Deep Learning: A Survey on Model-, Arithmetic-, and Implementation-Level Techniques.
CoRR, 2021
Leveraging Transprecision Computing for Machine Vision Applications at the Edge.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2021
FPGA-Based Processor Acceleration for Image Processing Applications.
J. Imaging, 2019
Optimisation of System Throughput Exploiting Tasks Heterogeneity on Space Shared FPGAs.
Proceedings of the International Conference on Field-Programmable Technology, 2019
Design space exploration of multi-task processing on space shared FPGAs: work-in-progress.
Proceedings of the International Conference on Hardware/Software Codesign and System Synthesis Companion, 2019
Evaluation of FPGA Partitioning Schemes for Time and Space Sharing of Heterogeneous Tasks.
Proceedings of the Applied Reconfigurable Computing - 15th International Symposium, 2019
NanoStreams: A Microserver Architecture for Real-Time Analytics on Fast Data Streams.
IEEE Trans. Multi Scale Comput. Syst., 2018
A WSN for Monitoring and Event Reporting in Underground Mine Environments.
IEEE Syst. J., 2018
Facilitating Easier Access to FPGAs in the Heterogeneous Cloud Ecosystems.
Proceedings of the 28th International Conference on Field Programmable Logic and Applications, 2018
Exploring Functional Acceleration of OpenCL on FPGAs and GPUs Through Platform-Independent Optimizations.
Proceedings of the Applied Reconfigurable Computing. Architectures, Tools, and Applications, 2018
NanoStreams: Codesigned microservers for edge analytics in real time.
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Proceedings of the International Conference on Embedded Computer Systems: Architectures, 2016
GPU vs FPGA: A Comparative Analysis for Non-standard Precision.
Proceedings of the Reconfigurable Computing: Architectures, Tools, and Applications, 2014