Vladimir Ceperic

22 papers Journal 12Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Autonomous Electromagnetic Simulation and Modeling of QFN Micro-Electronic Packages Using LLM Agents.
IEEE Access
Hrvoje Molnar, Tvrtko Mandic, Vladimir Ceperic
2025 — conf
Scalable Optical Convolutional Neural Networks for Edge Applications.
ICCVW
Venkata Anirudh Puligandla, Vladimir Ceperic, Tihomir Knezevic
2024 — conf
Design and Verification Challenges in SoC Integration of PicoRV32 RISC-V with Sigma-Delta ADC.
MIPRO
Mislav Krizan, Ivo Budanovic, Marin Coti, Jurica Kundrata, Vladimir Ceperic, Tvrtko Mandic, Tomislav Markovic, Adrijan Baric
2023 J jnl
Boosting the Performance of Transformer Architectures for Semantic Textual Similarity.
CoRR
Ivan Rep, Vladimir Ceperic
2021 — conf
Decoupling Analog Conservative Connections Using Waveform Relaxation Method.
MIPRO
Alma Trazivuk, André Alberts, Adrijan Baric, Vladimir Ceperic
2021 J jnl
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery.
IEEE Trans. Neural Networks Learn. Syst.
Samuel Kim, Peter Y. Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, Marin Soljacic
2019 J jnl
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery.
CoRR
Samuel Kim, Peter Y. Lu, Srijon Mukherjee, Michael Gilbert, Li Jing, Vladimir Ceperic, Marin Soljacic
2018 J jnl
On-Chip Optical Convolutional Neural Networks.
CoRR
Hengameh Bagherian, Scott A. Skirlo, Yichen Shen, Huaiyu Meng, Vladimir Ceperic, Marin Soljacic
2018 J jnl
Photonic Recurrent Ising Sampler.
CoRR
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
2016 J jnl
Echo State Networks for Black-Box Modeling of Integrated Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Marko Magerl, Vladimir Ceperic, Adrijan Baric
2014 J jnl
A symbolic regression-based modelling strategy of AC/DC rectifiers for RFID applications.
Expert Syst. Appl.
Vladimir Ceperic, Niko Bako, Adrijan Baric
2014 — conf
Photocopier PID controller with iterative error compensation.
MIPRO
K. Fukuda, Vladimir Ceperic, Adrijan Baric
2014 — conf
Reducing Complexity of Echo State Networks with Sparse Linear Regression Algorithms.
UKSim
Vladimir Ceperic, Adrijan Baric
2014 J jnl
Sparse ε-tube support vector regression by active learning.
Soft Comput.
Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric
2013 J jnl
Area-efficient differential Gaussian circuit for dedicated hardware implementations of Gaussian function based machine learning algorithms.
Neurocomputing
D. Vrtaric, Vladimir Ceperic, Adrijan Baric
2013 — conf
Black-Box Modelling of AC-DC Rectifiers for RFID Applications Using Support Vector Regression Machines.
UKSim
Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric
2012 — conf
A brief overview of the black-box behavioural modelling of electronic circuits for transient simulations.
MIPRO
Vladimir Ceperic, Adrijan Baric
2012 J jnl
Recurrent sparse support vector regression machines trained by active learning in the time-domain.
Expert Syst. Appl.
Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric
2012 J jnl
Sparse multikernel support vector regression machines trained by active learning.
Expert Syst. Appl.
Vladimir Ceperic, Georges G. E. Gielen, Adrijan Baric
2007 — conf
Design and Use of FR-4 CBCPW Lines In Test Fixtures for SMD Components.
ICECS
Branimir Pejcinovic, Vladimir Ceperic, Adrijan Baric
2004 — conf
Modeling of analog circuits by using support vector regression machines.
ICECS
Vladimir Ceperic, Adrijan Baric
2002 — conf
High-speed GaAs SCFL digital test structures.
ICECS
Hrvoje Markovic, Nikica Maric, Vladimir Ceperic, Adrijan Baric