Grigorios Mingas
Grigorios Mingas
Senior Research Data Scientist, The Alan Turing Institute
Email confirmado em turing.ac.uk - Página inicial
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An FPGA implementation of the SMG-SLAM algorithm
G Mingas, E Tsardoulias, L Petrou
Microprocessors and Microsystems 36 (3), 190-204, 2012
432012
An unbiased mcmc fpga-based accelerator in the land of custom precision arithmetic
S Liu, G Mingas, CS Bouganis
IEEE Transactions on Computers 66 (5), 745-758, 2016
182016
An exact MCMC accelerator under custom precision regimes
S Liu, G Mingas, CS Bouganis
2015 International Conference on Field Programmable Technology (FPT), 120-127, 2015
172015
Parallel resampling for particle filters on FPGAs
S Liu, G Mingas, CS Bouganis
2014 International Conference on Field-Programmable Technology (FPT), 191-198, 2014
172014
Population-based mcmc on multi-core cpus, gpus and fpgas
G Mingas, CS Bouganis
IEEE Transactions on Computers 65 (4), 1283-1296, 2015
162015
A custom precision based architecture for accelerating parallel tempering mcmc on fpgas without introducing sampling error
G Mingas, CS Bouganis
2012 IEEE 20th International Symposium on Field-Programmable Custom …, 2012
162012
Parallel tempering MCMC acceleration using reconfigurable hardware
G Mingas, CS Bouganis
International Symposium on Applied Reconfigurable Computing, 227-238, 2012
162012
Particle MCMC algorithms and architectures for accelerating inference in state-space models
G Mingas, L Bottolo, CS Bouganis
International Journal of Approximate Reasoning 83, 413-433, 2017
142017
On optimizing the arithmetic precision of mcmc algorithms
G Mingas, F Rahman, CS Bouganis
2013 IEEE 21st Annual International Symposium on Field-Programmable Custom …, 2013
122013
Algorithms and architectures for MCMC acceleration in FPGAs
G Mingas
Imperial College London, 2015
22015
Unconventional computing for Bayesian inference
J Lobo, JF Ferreira
International Journal of Approximate Reasoning 88, 306-308, 2017
12017
Towards heterogeneous solvers for large-scale linear systems
SI Venieris, G Mingas, CS Bouganis
2015 25th International Conference on Field Programmable Logic and …, 2015
12015
Multilevel Delayed Acceptance MCMC with an Adaptive Error Model in PyMC3
MB Lykkegaard, G Mingas, R Scheichl, C Fox, TJ Dodwell
arXiv preprint arXiv:2012.05668, 2020
2020
Particle MCMC algorithms and architectures for accelerating inference in state-space models
C Bouganis, G Mingas, L Bottolo
Elsevier, 2017
2017
An Unbiased MCMC FPGA-based Accelerator in the Land of Custom Precision Arithmetic
C Bouganis, S Liu, G Mingas
Institute of Electrical and Electronics Engineers (IEEE), 2016
2016
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Artigos 1–15