Dominik Rzepka

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Minimum Mean Square Error

Signal Reconstruction

Spiking Neural Networks

Top Venues

IEEE Trans. Signal Process.

Publications

Mateusz Pabian, Dominik Rzepka, Miroslaw Pawlak
Iteration over event space in time-to-first-spike spiking neural networks for Twitter bot classification. CoRR (2024)
Grzegorz Bartyzel, Wojciech Pólchlopek, Dominik Rzepka
Reinforcement Learning With Stereo-View Observation for Robust Electronic Component Robotic Insertion. J. Intell. Robotic Syst. 109 (3) (2023)
Miroslaw Pawlak, Mateusz Pabian, Dominik Rzepka
Asymptotically Optimal Nonparametric Classification Rules for Spike Train Data. ICASSP (2023)
Miroslaw Pawlak, Mateusz Pabian, Dominik Rzepka
Bayes Risk Consistency of Nonparametric Classification Rules for Spike Trains Data. CoRR (2023)
Nguyen T. Thao, Dominik Rzepka, Marek Miskowicz
Bandlimited Signal Reconstruction From Leaky Integrate-and-Fire Encoding Using POCS. IEEE Trans. Signal Process. 71 (2023)
Mateusz Pabian, Dominik Rzepka, Miroslaw Pawlak
Supervised Training of Siamese Spiking Neural Networks with Earth's Mover Distance. CoRR (2022)
Maciej Ordowski, Miroslaw Pawlak, Dominik Rzepka, Marek Miskowicz
Signal Estimation from Level Crossings using Conditional Minimum Mean Square Error Predictor. EBCCSP (2022)
Mateusz Pabian, Dominik Rzepka, Miroslaw Pawlak
Supervised Training of Siamese Spiking Neural Networks with Earth Mover's Distance. ICASSP (2022)
Nguyen T. Thao, Dominik Rzepka
Coarse-arithmetic coordinate descent for the resolution of semidefinite linear systems. Numer. Linear Algebra Appl. 28 (5) (2021)
Nguyen T. Thao, Dominik Rzepka
Time Encoding of Bandlimited Signals: Reconstruction by Pseudo-Inversion and Time-Varying Multiplierless FIR Filtering. IEEE Trans. Signal Process. 69 (2021)
Dominik Rzepka
Low-complexity lossless multichannel ECG compression based on selective linear prediction. Biomed. Signal Process. Control. 57 (2020)
Roxana Alexandru, Nguyen T. Thao, Dominik Rzepka, Pier Luigi Dragotti
Sampling Classes of Non-Bandlimited Signals Using Integrate-and-Fire Devices: Average Case Analysis. ICASSP (2020)
Dominik Rzepka, Marek Miskowicz, Dariusz Koscielnik, Nguyen T. Thao
Reconstruction of Signals From Level-Crossing Samples Using Implicit Information. IEEE Access 6 (2018)
Dominik Rzepka, Miroslaw Pawlak, Dariusz Koscielnik, Marek Miskowicz
Bandwidth Estimation From Multiple Level-Crossings of Stochastic Signals. IEEE Trans. Signal Process. 65 (10) (2017)
Dominik Rzepka, Dariusz Koscielnik, Marek Miskowicz
Clockless signal-dependent compressive sensing of multitone signals using time encoding machine. EBCCSP (2017)
Dominik Rzepka, Dariusz Koscielnik, Marek Miskowicz, Nguyen T. Thao
Signal recovery from level-crossing samples using projections onto convex sets. EBCCSP (2016)
Dariusz Koscielnik, Dominik Rzepka, Jakub Szyduczynski
Sample-and-Hold Asynchronous Sigma-Delta Time Encoding Machine. IEEE Trans. Circuits Syst. II Express Briefs (4) (2016)
Dariusz Koscielnik, Jakub Szyduczynski, Dominik Rzepka, Wojciech Andrysiewicz, Marek Miskowicz
Optimized design of successive approximation time-to-digital converter with single set of delay lines. EBCCSP (2016)
Dominik Rzepka, Marek Miskowicz
Fast reconstruction of nonuniformly sampled bandlimited signal using Slepian functions. EUSIPCO (2014)
Dominik Rzepka, Dariusz Koscielnik, Marek Miskowicz
Recovery of varying-bandwidth signal for level-crossing sampling. ETFA (2014)
Dominik Rzepka
Fixed-budget kernel least mean squares. ETFA (2012)