Παρακολούθηση
Christos Bouganis
Christos Bouganis
Imperial College London
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα ic.ac.uk - Αρχική σελίδα
Τίτλος
Παρατίθεται από
Παρατίθεται από
Έτος
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
2932016
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
2042018
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
1252018
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
1202018
Latency-driven design for FPGA-based convolutional neural networks
SI Venieris, CS Bouganis
2017 27th International Conference on Field Programmable Logic and …, 2017
1112017
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
1092012
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
982018
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
932010
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
842015
A novel FPGA-based SVM classifier
M Papadonikolakis, CS Bouganis
2010 International Conference on Field-Programmable Technology, 283-286, 2010
692010
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
652018
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
552009
A scalable FPGA architecture for non-linear SVM training
M Papadonikolakis, CS Bouganis
2008 International Conference on Field-Programmable Technology, 337-340, 2008
552008
Real-time image super resolution using an FPGA
O Bowen, CS Bouganis
2008 International conference on field programmable logic and applications …, 2008
512008
A heterogeneous fpga architecture for support vector machine training
M Papadonikolakis, CS Bouganis
2010 18th IEEE Annual International Symposium on Field-Programmable Custom …, 2010
462010
fpgaConvNet: Automated mapping of convolutional neural networks on FPGAs
SI Venieris, CS Bouganis
Proceedings of the 2017 ACM/SIGDA international symposium on field …, 2017
422017
Semi-dense SLAM on an FPGA SoC
K Boikos, CS Bouganis
2016 26th International Conference on Field Programmable Logic and …, 2016
422016
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
412019
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
412018
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
392005
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