Samuel Xavier-de-Souza
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Coupled simulated annealing
S Xavier-De-Souza, JAK Suykens, J Vandewalle, D Bollé
IEEE transactions on systems, Man, and Cybernetics, Part B (Cybernetics) 40 …, 2009
The IoT energy challenge: A software perspective
K Georgiou, S Xavier-de-Souza, K Eder
IEEE Embedded Systems Letters 10 (3), 53-56, 2017
Optimal placement of faulted circuit indicators in power distribution systems
MC De Almeida, FF Costa, S Xavier-de-Souza, F Santana
Electric Power Systems Research 81 (2), 699-706, 2011
Toward CNN Chip-specific robustness
S Xavier-de-Souza, ME Yalçin, JAK Suykens, J Vandewalle
IEEE transactions on circuits and systems I: regular papers 51 (5), 892-902, 2004
Learning of spatiotemporal behaviour in cellular neural networks
S Xavier‐de‐Souza, JAK Suykens, J Vandewalle
International Journal of Circuit Theory and Applications 34 (1), 127-140, 2006
Optimal processor dynamic-energy reduction for parallel workloads on heterogeneous multi-core architectures
CA Barros, LFQ Silveira, CA Valderrama, S Xavier-de-Souza
Microprocessors and Microsystems 39 (6), 418-425, 2015
Cooperative behavior in coupled simulated annealing processes with variance control
S Xavier-de-Souza, JAK Suykens, J Vandewalle, D Bollé
The 2006 International Symposium on Nonlinear Theory and its Applications …, 2006
Energy-optimal configurations for single-node hpc applications
VRG Silva, AFA Furtunato, K Georgiou, CAV Sakuyama, K Eder, ...
2019 International Conference on High Performance Computing & Simulation …, 2019
Parallel Scalability of a Fine-Grain Prestack Reverse Time Migration Algorithm
DA Nunes-do-Rosario, S Xavier-de-Souza, RC Maciel, JC Costa
IEEE Geoscience and Remote Sensing Letters 12 (12), 2433 - 2437, 2015
Parallel cyclostationarity-exploiting algorithm for energy-efficient spectrum sensing
ADD Lima, CA Barros, LFQ Silveira, S Xavier-De-Souza, CA Valderrama
IEICE Transactions on Communications 97 (2), 326-333, 2014
Fast an robust face tracking for CNN chips: application to wheelchair driving
S Xavier-de-Souza, M Van Dyck, JAK Suykens, J Vandewalle
2006 10th International Workshop on Cellular Neural Networks and Their …, 2006
Fast and roust face tracking applieed to wheelchair driving
S Xavier-de-Souza, M Van Dyck, JAK Suykens, J Vandewalle
Cellular Neural Networks and Their Applications, 2006. CNNA'06. 10th …, 2006
Automatic chip-specific CNN template optimization using adaptive simulated annealing
SX de Souza, ME Yalcin, JAK Suykens, J Vandewalle
Proceedings ECCTD 2, 329-332, 2003
Memory-usage advantageous block recursive matrix inverse
ICS Cosme, IF Fernandes, JL de Carvalho, S Xavier-de-Souza
Applied Mathematics and Computation 328, 125-136, 2018
Less is More: Exploiting the Standard Compiler Optimization Levels for Better Performance and Energy Consumption
K Georgiou, C Blackmore, S Xavier-de-Souza, K Eder
Proceedings of the 21st International Workshop on Software and Compilers for …, 2018
Parallel synchronous and asynchronous coupled simulated annealing
K Gonçalves-e-Silva, D Aloise, S Xavier-de-Souza
The Journal of Supercomputing 74 (6), 2841-2869, 2018
Pattern classification with CNNs as reservoirs
D Verstraeten, S Xavier-de Souza, B Schrauwen, J Suykens, ...
Proc. International Symposium on Nonlinear Theory and its Applications (NOLTA), 2008
Optimisation and robustness of cellular neural networks.
SX de Souza
Katholieke Universiteit Leuven, Belgium, 2007
Matador: an exploration environment for system-design
P Marchal, M Jayapala, SX De Souza, P Yang, F Catthoor, G Deconinck
Journal of Circuits, Systems, and Computers 11 (05), 503-535, 2002
Spectrum sensing with a parallel algorithm for cyclostationary feature extraction
ADL Lima, LFQ Silveira, S Xavier-de-Souza
Computers & Electrical Engineering 71, 151-161, 2018
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