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
1802016
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
1062018
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
922012
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
822010
Latency-driven design for FPGA-based convolutional neural networks
SI Venieris, CS Bouganis
2017 27th International Conference on Field Programmable Logic and …, 2017
682017
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
602018
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
562018
A novel FPGA-based SVM classifier
M Papadonikolakis, CS Bouganis
2010 International Conference on Field-Programmable Technology, 283-286, 2010
562010
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
542015
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
502018
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
492009
A scalable FPGA architecture for non-linear SVM training
M Papadonikolakis, CS Bouganis
2008 International Conference on Field-Programmable Technology, 337-340, 2008
452008
Real-time image super resolution using an FPGA
O Bowen, CS Bouganis
2008 International conference on field programmable logic and applications …, 2008
422008
A heterogeneous fpga architecture for support vector machine training
M Papadonikolakis, CS Bouganis
2010 18th IEEE Annual International Symposium on Field-Programmable Custom …, 2010
392010
Multiple light source detection
CS Bouganis, M Brookes
IEEE transactions on pattern analysis and machine intelligence 26 (4), 509-514, 2004
372004
An FPGA implementation of the simplex algorithm
S Bayliss, GA Constantinides, W Luk
2006 IEEE International Conference on Field Programmable Technology, 49-56, 2006
362006
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
352005
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
352005
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
342018
Robust multi-image based blind face hallucination
Y Jin, CS Bouganis
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
332015
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