Markos Papadonikolakis

A Heterogeneous FPGA Architecture for Support Vector Machine Training

Christos-Savvas Bouganis, Markos Papadonikolakis, 2010, 2010 18th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines.

A scalable FPGA architecture for non-linear SVM training

Christos-Savvas Bouganis, Markos Papadonikolakis, 2008, 2008 International Conference on Field-Programmable Technology.

Performance comparison of GPU and FPGA architectures for the SVM training problem

Christos-Savvas Bouganis, George Constantinides, Markos Papadonikolakis, 2009, 2009 International Conference on Field-Programmable Technology.

Novel Cascade FPGA Accelerator for Support Vector Machines Classification

Christos-Savvas Bouganis, Markos Papadonikolakis, Markos Papadonikolakis, 2012, IEEE Transactions on Neural Networks and Learning Systems.

Mapping of support vector machines on field programmable gate arrays

Markos Papadonikolakis, Markos Papadonikolakis, 2011 .

Efficient FPGA mapping of Gilbert’s algorithm for SVM training on large-scale classification problems

Christos-Savvas Bouganis, Markos Papadonikolakis, 2008, 2008 International Conference on Field Programmable Logic and Applications.