Kaspars Ozols

Perturbation-based methods for explaining deep neural networks: A survey

Maksims Ivanovs, Roberts Kadiķis, Kaspars Ozols · Pattern Recognition Letters · 2021 · 183 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Deep Neural Networks +14

An Approach of Feed-Forward Neural Network Throughput-Optimized Implementation in FPGA

Rihards Novickis, Daniels Jānis Justs, Kaspars Ozols et al. · Electronics · 2020 · 34 citations · Full text

Engineering, Artificial Neural Networks, Hardware Acceleration +12

Digital Twins and AI in Smart Motion Control Applications

Martin Čech, Arend-Jan Beltman, Kaspars Ozols · 2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA) · 2022 · 31 citations · Full text

Improving Semantic Segmentation of Urban Scenes for Self-Driving Cars with Synthetic Images

Maksims Ivanovs, Kaspars Ozols, Artis Dobrajs et al. · Sensors · 2022 · 29 citations · Full text

I-MECH – Smart System Integration for Mechatronic Applications

Martin Čech, Arend-Jan Beltman, Kaspars Ozols · 2019 · 22 citations

Building Blocks, Engineering, Industrial Engineering +17