Christos Bouganis
Title
Cited by
Cited by
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
1362016
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
852012
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
722018
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
722010
A novel FPGA-based SVM classifier
M Papadonikolakis, CS Bouganis
2010 International Conference on Field-Programmable Technology, 283-286, 2010
522010
Latency-driven design for FPGA-based convolutional neural networks
SI Venieris, CS Bouganis
2017 27th International Conference on Field Programmable Logic and …, 2017
482017
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
472015
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
452018
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
452009
A scalable FPGA architecture for non-linear SVM training
M Papadonikolakis, CS Bouganis
2008 International Conference on Field-Programmable Technology, 337-340, 2008
412008
Real-time image super resolution using an FPGA
O Bowen, CS Bouganis
2008 International conference on field programmable logic and applications …, 2008
412008
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
382018
Multiple light source detection
CS Bouganis, M Brookes
IEEE transactions on pattern analysis and machine intelligence 26 (4), 509-514, 2004
362004
An FPGA implementation of the simplex algorithm
S Bayliss, GA Constantinides, W Luk
2006 IEEE International Conference on Field Programmable Technology, 49-56, 2006
352006
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
Robust multi-image based blind face hallucination
Y Jin, CS Bouganis
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
342015
A heterogeneous fpga architecture for support vector machine training
M Papadonikolakis, CS Bouganis
2010 18th IEEE Annual International Symposium on Field-Programmable Custom …, 2010
342010
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
332018
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
332005
FPGA-based real-time super-resolution on an adaptive image sensor
ME Angelopoulou, CS Bouganis, PYK Cheung, GA Constantinides
International Workshop on Applied Reconfigurable Computing, 125-136, 2008
262008
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