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Christos Bouganis
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Year
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
2472016
Toolflows for mapping convolutional neural networks on FPGAs: A survey and future directions
SI Venieris, A Kouris, CS Bouganis
arXiv preprint arXiv:1803.05900, 2018
1612018
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
1012012
Latency-driven design for FPGA-based convolutional neural networks
SI Venieris, CS Bouganis
2017 27th International Conference on Field Programmable Logic and …, 2017
1002017
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
962018
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
912018
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
882010
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
732018
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
662015
A novel FPGA-based SVM classifier
M Papadonikolakis, CS Bouganis
2010 International Conference on Field-Programmable Technology, 283-286, 2010
612010
A scalable FPGA architecture for non-linear SVM training
M Papadonikolakis, CS Bouganis
2008 International Conference on Field-Programmable Technology, 337-340, 2008
522008
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
512009
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
462018
Real-time image super resolution using an FPGA
O Bowen, CS Bouganis
2008 International conference on field programmable logic and applications …, 2008
452008
A heterogeneous fpga architecture for support vector machine training
M Papadonikolakis, CS Bouganis
2010 18th IEEE Annual International Symposium on Field-Programmable Custom …, 2010
422010
fpgaConvNet: Automated mapping of convolutional neural networks on FPGAs
SI Venieris, CS Bouganis
Proceedings of the 2017 ACM/SIGDA international symposium on field …, 2017
402017
FPGA-accelerated Bayesian learning for reconstruction of gene regulatory networks
I Pournara, CS Bouganis, GA Constantinides
International Conference on Field Programmable Logic and Applications, 2005 …, 2005
382005
Multiple light source detection
CS Bouganis, M Brookes
IEEE transactions on pattern analysis and machine intelligence 26 (4), 509-514, 2004
382004
A novel 2D filter design methodology for heterogeneous devices
CS Bouganis, GA Constantinides, PYK Cheung
13th Annual IEEE Symposium on Field-Programmable Custom Computing Machines …, 2005
372005
Robust multi-image based blind face hallucination
Y Jin, CS Bouganis
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
362015
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