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Christos Bouganis
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fpgaConvNet: A framework for mapping convolutional neural networks on FPGAs
SI Venieris, CS Bouganis
2016 IEEE 24th Annual International Symposium on Field-Programmable Custom …, 2016
3352016
Toolflows for mapping convolutional neural networks on FPGAs: A survey and future directions
SI Venieris, A Kouris, CS Bouganis
ACM Computing Surveys (CSUR) 51 (3), 1-39, 2018
2372018
fpgaConvNet: Mapping regular and irregular convolutional neural networks on FPGAs
SI Venieris, CS Bouganis
IEEE transactions on neural networks and learning systems 30 (2), 326-342, 2018
1492018
DroNet: Efficient convolutional neural network detector for real-time UAV applications
C Kyrkou, G Plastiras, T Theocharides, SI Venieris, CS Bouganis
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 967-972, 2018
1422018
Latency-driven design for FPGA-based convolutional neural networks
SI Venieris, CS Bouganis
2017 27th International Conference on Field Programmable Logic and …, 2017
1232017
An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era
M Shafique, T Theocharides, CS Bouganis, MA Hanif, F Khalid, R Hafız, ...
2018 Design, Automation & Test in Europe Conference & Exhibition (DATE), 827-832, 2018
1152018
Novel cascade FPGA accelerator for support vector machines classification
M Papadonikolakis, CS Bouganis
IEEE transactions on neural networks and learning systems 23 (7), 1040-1052, 2012
1142012
GPU versus FPGA for high productivity computing
DH Jones, A Powell, CS Bouganis, PYK Cheung
2010 International Conference on Field Programmable Logic and Applications …, 2010
982010
Embedded hardware-efficient real-time classification with cascade support vector machines
C Kyrkou, CS Bouganis, T Theocharides, MM Polycarpou
IEEE transactions on neural networks and learning systems 27 (1), 99-112, 2015
912015
Learning to fly by myself: A self-supervised cnn-based approach for autonomous navigation
A Kouris, CS Bouganis
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2018
832018
A novel FPGA-based SVM classifier
M Papadonikolakis, CS Bouganis
2010 International Conference on Field-Programmable Technology, 283-286, 2010
732010
fpgaConvNet: A toolflow for mapping diverse convolutional neural networks on embedded FPGAs
SI Venieris, CS Bouganis
arXiv preprint arXiv:1711.08740, 2017
632017
Performance comparison of GPU and FPGA architectures for the SVM training problem
M Papadonikolakis, CS Bouganis, G Constantinides
2009 International Conference on Field-Programmable Technology, 388-391, 2009
562009
A scalable FPGA architecture for non-linear SVM training
M Papadonikolakis, CS Bouganis
2008 International Conference on Field-Programmable Technology, 337-340, 2008
562008
Real-time image super resolution using an FPGA
O Bowen, CS Bouganis
2008 International conference on field programmable logic and applications …, 2008
542008
Towards a distributed, chronically-implantable neural interface
N Ahmadi, ML Cavuto, P Feng, LB Leene, M Maslik, F Mazza, ...
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), 719-724, 2019
502019
Semi-dense SLAM on an FPGA SoC
K Boikos, CS Bouganis
2016 26th International Conference on Field Programmable Logic and …, 2016
472016
A parameterisable FPGA-tailored architecture for YOLOv3-tiny
Z Yu, CS Bouganis
Applied Reconfigurable Computing. Architectures, Tools, and Applications …, 2020
462020
Cascade^ CNN: Pushing the performance limits of quantisation in convolutional neural networks
A Kouris, SI Venieris, CS Bouganis
2018 28th International Conference on Field Programmable Logic and …, 2018
452018
A heterogeneous FPGA architecture for support vector machine training
M Papadonikolakis, CS Bouganis
2010 18th IEEE Annual International Symposium on Field-Programmable Custom …, 2010
452010
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