Vladimir Ceperic

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 8

Top Topics

Metropolis Hastings

Symbolic Regression

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Mislav Krizan, Ivo Budanovic, Marin Coti, Jurica Kundrata, Vladimir Ceperic, Tvrtko Mandic, Tomislav Markovic, Adrijan Baric
Design and Verification Challenges in SoC Integration of PicoRV32 RISC-V with Sigma-Delta ADC. MIPRO (2024)
Ivan Rep, Vladimir Ceperic
Boosting the Performance of Transformer Architectures for Semantic Textual Similarity. CoRR (2023)
Samuel Kim, Peter Y. Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, Marin Soljacic
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery. IEEE Trans. Neural Networks Learn. Syst. 32 (9) (2021)
Alma Trazivuk, André Alberts, Adrijan Baric, Vladimir Ceperic
Decoupling Analog Conservative Connections Using Waveform Relaxation Method. MIPRO (2021)
Samuel Kim, Peter Y. Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, Marin Soljacic
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery. CoRR (2019)
Hengameh Bagherian, Scott A. Skirlo, Yichen Shen, Huaiyu Meng, Vladimir Ceperic, Marin Soljacic
On-Chip Optical Convolutional Neural Networks. CoRR (2018)
Charles Roques-Carmes, Yichen Shen, Cristian Zanoci, Mihika Prabhu, Fadi Atieh, Li Jing, Tena Dubcek, Vladimir Ceperic, John D. Joannopoulos, Dirk Englund, Marin Soljacic
Photonic Recurrent Ising Sampler. CoRR (2018)
Marko Magerl, Vladimir Ceperic, Adrijan Baric
Echo State Networks for Black-Box Modeling of Integrated Circuits. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 35 (8) (2016)
Vladimir Ceperic, Niko Bako, Adrijan Baric
A symbolic regression-based modelling strategy of AC/DC rectifiers for RFID applications. Expert Syst. Appl. 41 (16) (2014)
Vladimir Ceperic, Adrijan Baric
Reducing Complexity of Echo State Networks with Sparse Linear Regression Algorithms. UKSim (2014)
Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric
Sparse ε-tube support vector regression by active learning. Soft Comput. 18 (6) (2014)
K. Fukuda, Vladimir Ceperic, Adrijan Baric
Photocopier PID controller with iterative error compensation. MIPRO (2014)
Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric
Black-Box Modelling of AC-DC Rectifiers for RFID Applications Using Support Vector Regression Machines. UKSim (2013)
D. Vrtaric, Vladimir Ceperic, Adrijan Baric
Area-efficient differential Gaussian circuit for dedicated hardware implementations of Gaussian function based machine learning algorithms. Neurocomputing 118 (2013)
Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric
Recurrent sparse support vector regression machines trained by active learning in the time-domain. Expert Syst. Appl. 39 (12) (2012)
Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric
Sparse multikernel support vector regression machines trained by active learning. Expert Syst. Appl. 39 (12) (2012)
Vladimir Ceperic, Adrijan Baric
A brief overview of the black-box behavioural modelling of electronic circuits for transient simulations. MIPRO (2012)
Branimir Pejcinovic, Vladimir Ceperic, Adrijan Baric
Design and Use of FR-4 CBCPW Lines In Test Fixtures for SMD Components. ICECS (2007)
Vladimir Ceperic, Adrijan Baric
Modeling of analog circuits by using support vector regression machines. ICECS (2004)
Hrvoje Markovic, Nikica Maric, Vladimir Ceperic, Adrijan Baric
High-speed GaAs SCFL digital test structures. ICECS (2002)