Suivre
Vladimir Ceperic
Vladimir Ceperic
Affiliation inconnue
Adresse e-mail validée de fer.unizg.hr
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Année
A strategy for short-term load forecasting by support vector regression machines
E Ceperic, V Ceperic, A Baric
IEEE Transactions on Power Systems 28 (4), 4356-4364, 2013
4962013
Integration of neural network-based symbolic regression in deep learning for scientific discovery
S Kim, PY Lu, S Mukherjee, M Gilbert, L Jing, V Čeperić, M Soljačić
IEEE transactions on neural networks and learning systems 32 (9), 4166-4177, 2020
1652020
Heuristic recurrent algorithms for photonic Ising machines
C Roques-Carmes, Y Shen, C Zanoci, M Prabhu, F Atieh, L Jing, ...
Nature communications 11 (1), 249, 2020
1112020
Accelerating recurrent Ising machines in photonic integrated circuits
M Prabhu, C Roques-Carmes, Y Shen, N Harris, L Jing, J Carolan, ...
Optica 7 (5), 551-558, 2020
972020
On-chip optical convolutional neural networks
H Bagherian, S Skirlo, Y Shen, H Meng, V Ceperic, M Soljacic
arXiv preprint arXiv:1808.03303, 2018
932018
Predictive and generative machine learning models for photonic crystals
T Christensen, C Loh, S Picek, D Jakobović, L Jing, S Fisher, V Ceperic, ...
Nanophotonics 9 (13), 4183-4192, 2020
912020
Short-term forecasting of natural gas prices using machine learning and feature selection algorithms
E Čeperić, S Žiković, V Čeperić
Energy 140, 893-900, 2017
862017
Modeling of analog circuits by using support vector regression machines
V Ceperic, A Baric
Proceedings of the 2004 11th IEEE International Conference on Electronics …, 2004
382004
A symbolic regression-based modelling strategy of AC/DC rectifiers for RFID applications
V Ceperic, N Bako, A Baric
Expert Systems with Applications 41 (16), 7061-7067, 2014
342014
Design and optimization of self-biased complementary folded cascode
V Ceperic, Z Butkovic, A Baric
MELECON 2006-2006 IEEE Mediterranean Electrotechnical Conference, 145-148, 2006
312006
Echo state networks for black-box modeling of integrated circuits
M Magerl, V Ceperic, A Baric
IEEE transactions on computer-aided design of integrated circuits and …, 2015
222015
Recurrent sparse support vector regression machines trained by active learning in the time-domain
V Ceperic, G Gielen, A Baric
Expert systems with applications 39 (12), 10933-10942, 2012
212012
Sparse multikernel support vector regression machines trained by active learning
V Ceperic, G Gielen, A Baric
Expert systems with applications 39 (12), 11029-11035, 2012
152012
Photonic recurrent Ising sampler
C Roques-Carmes, Y Shen, C Zanoci, M Prabhu, F Atieh, L Jing, ...
CLEO: QELS_Fundamental Science, FTu4C. 2, 2019
142019
Reducing complexity of echo state networks with sparse linear regression algorithms
V Ceperic, A Baric
2014 UKSim-AMSS 16th International Conference on Computer Modelling and …, 2014
142014
Area-efficient differential Gaussian circuit for dedicated hardware implementations of Gaussian function based machine learning algorithms
D Vrtaric, V Ceperic, A Baric
Neurocomputing 118, 329-333, 2013
142013
Modelling of electromagnetic immunity of integrated circuits by artificial neural networks
V Ceperic, A Baric
2009 20th International Zurich Symposium on Electromagnetic Compatibility …, 2009
132009
Sparse -tube support vector regression by active learning
V Ceperic, G Gielen, A Baric
Soft computing 18 (6), 1113-1126, 2014
122014
A recurrent ising machine in a photonic integrated circuit
M Prabhu, C Roques-Carmes, Y Shen, N Harris, L Jing, J Carolan, ...
arXiv preprint arXiv:1909.13877, 2019
92019
Black-box modelling of conducted electromagnetic immunity by support vector machines
V Ceperic, G Gielen, A Baric
International Symposium on Electromagnetic Compatibility-EMC EUROPE, 1-6, 2012
72012
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