Vladimir Ceperic

According to our database, Vladimir Ceperic authored at least 18 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Boosting the Performance of Transformer Architectures for Semantic Textual Similarity.

Ivan Rep, Vladimir Ceperic

CoRR, 2023

2021

Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery.

Samuel Kim, Peter Y. Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, Marin Soljacic

IEEE Trans. Neural Networks Learn. Syst., 2021

Decoupling Analog Conservative Connections Using Waveform Relaxation Method.

Alma Trazivuk, André Alberts, Adrijan Baric, Vladimir Ceperic

Proceedings of the 44th International Convention on Information, 2021

2018

Photonic Recurrent Ising Sampler.

Charles Roques-Carmes, Yichen Shen, Cristian Zanoci, Mihika Prabhu, Fadi Atieh, Li Jing, Tena Dubcek, Vladimir Ceperic, John D. Joannopoulos, Dirk R. Englund, Marin Soljacic

CoRR, 2018

On-Chip Optical Convolutional Neural Networks.

Hengameh Bagherian, Scott A. Skirlo, Yichen Shen, Huaiyu Meng, Vladimir Ceperic, Marin Soljacic

CoRR, 2018

2016

Echo State Networks for Black-Box Modeling of Integrated Circuits.

Marko Magerl, Vladimir Ceperic, Adrijan Baric

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2016

2014

Sparse ε-tube support vector regression by active learning.

Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric

Soft Comput., 2014

A symbolic regression-based modelling strategy of AC/DC rectifiers for RFID applications.

Vladimir Ceperic, Niko Bako, Adrijan Baric

Expert Syst. Appl., 2014

Reducing Complexity of Echo State Networks with Sparse Linear Regression Algorithms.

Vladimir Ceperic, Adrijan Baric

Proceedings of the UKSim-AMSS 16th International Conference on Computer Modelling and Simulation, 2014

Photocopier PID controller with iterative error compensation.

K. Fukuda, Vladimir Ceperic, Adrijan Baric

Proceedings of the 37th International Convention on Information and Communication Technology, 2014

2013

Area-efficient differential Gaussian circuit for dedicated hardware implementations of Gaussian function based machine learning algorithms.

D. Vrtaric, Vladimir Ceperic, Adrijan Baric

Neurocomputing, 2013

Black-Box Modelling of AC-DC Rectifiers for RFID Applications Using Support Vector Regression Machines.

Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric

Proceedings of the 15th International Conference on Computer Modelling and Simulation, 2013

2012

Sparse multikernel support vector regression machines trained by active learning.

Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric

Expert Syst. Appl., 2012

Recurrent sparse support vector regression machines trained by active learning in the time-domain.

Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric

Expert Syst. Appl., 2012

A brief overview of the black-box behavioural modelling of electronic circuits for transient simulations.

Vladimir Ceperic, Adrijan Baric

Proceedings of the 2012 Proceedings of the 35th International Convention, 2012

2007

Design and Use of FR-4 CBCPW Lines In Test Fixtures for SMD Components.

Branimir Pejcinovic, Vladimir Ceperic, Adrijan Baric

Proceedings of the 14th IEEE International Conference on Electronics, 2007

2004

Modeling of analog circuits by using support vector regression machines.

Vladimir Ceperic, Adrijan Baric

Proceedings of the 2004 11th IEEE International Conference on Electronics, 2004

2002

High-speed GaAs SCFL digital test structures.

Hrvoje Markovic, Nikica Maric, Vladimir Ceperic, Adrijan Baric

Proceedings of the 2002 9th IEEE International Conference on Electronics, 2002