Koldo Basterretxea
Orcid: 0000-0002-5934-4735
According to our database1,
Koldo Basterretxea
authored at least 39 papers
between 2005 and 2024.
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Bibliography
2024
Evaluating single event upsets in deep neural networks for semantic segmentation: An embedded system perspective.
J. Syst. Archit., 2024
Designing DNNs for a trade-off between robustness and processing performance in embedded devices.
CoRR, 2024
Hardware coprocessor integration with NEORV32: characterization for efficient implementation of RISC-V-based AI SoCs.
Proceedings of the 39th Conference on Design of Circuits and Integrated Systems, 2024
Designing DNNs for a trade-off between robustness and processing performance in embedded devices<sup>*</sup>.
Proceedings of the 39th Conference on Design of Circuits and Integrated Systems, 2024
2023
On-chip hyperspectral image segmentation with fully convolutional networks for scene understanding in autonomous driving.
J. Syst. Archit., 2023
HSI-Drive v2.0: More Data for New Challenges in Scene Understanding for Autonomous Driving.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving.
Proceedings of the 30th IEEE International Conference on Electronics, Circuits and Systems, 2023
SiliconBurmuin: A Horizon Europe propelled Neurocomputing Initiative in the Basque Country.
Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023
2022
Multi-Objective Genetic Algorithm for Optimizing an ELM-Based Driver Distraction Detection System.
IEEE Trans. Intell. Transp. Syst., 2022
Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems.
Proceedings of the Design and Architecture for Signal and Image Processing, 2022
2021
HSI-Drive: A Dataset for the Research of Hyperspectral Image Processing Applied to Autonomous Driving Systems.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2021
Robust embedded MPC with reduced-precision arithmetic for cost-optimized implementations.
Proceedings of the IECON 2021, 2021
2020
Proceedings of the FPGA '20: The 2020 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, 2020
Towards the Development of a CAD Tool for the Implementation of High-Speed Embedded MPCs on FPGAs.
Proceedings of the 18th European Control Conference, 2020
2019
A versatile hardware/software platform for personalized driver assistance based on online sequential extreme learning machines.
Neural Comput. Appl., 2019
Towards the Automatic Implementation of Reduced-size and High Throughput MPC on FPGAs.
Proceedings of the 6th International Conference on Control, 2019
2017
Genetic algorithm-based optimization of ELM for on-line hyperspectral image classification.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Piecewise multi-linear fuzzy extreme learning machine for the implementation of intelligent agents.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
A fully configurable and scalable neural coprocessor IP for SoC implementations of machine learning applications.
Proceedings of the 2017 NASA/ESA Conference on Adaptive Hardware and Systems, 2017
2016
Proceedings of the 2016 Conference on Design and Architectures for Signal and Image Processing (DASIP), 2016
2015
Driving Behavior Signals and Machine Learning: A Personalized Driver Assistance System.
Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015
Efficient Algorithms for Accelerometer-Based Wearable Hand Gesture Recognition Systems.
Proceedings of the 13th IEEE International Conference on Embedded and Ubiquitous Computing, 2015
2014
Microprocess. Microsystems, 2014
Appl. Soft Comput., 2014
Proceedings of the 24th International Conference on Field Programmable Logic and Applications, 2014
Proceedings of the 2014 Conference on Design and Architectures for Signal and Image Processing, 2014
Proceedings of the IEEE 25th International Conference on Application-Specific Systems, 2014
2013
Dynamic significant feature extraction for embedded intelligent agent implementations.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, 2013
2012
A System-on-Chip Development of a Neuro-Fuzzy Embedded Agent for Ambient-Intelligence Environments.
IEEE Trans. Syst. Man Cybern. Part B, 2012
Generalized sampled-data hold functions with asymptotic zero-order hold behavior and polynomic reconstruction.
Autom., 2012
Proceedings of the 2012 Eighth International Conference on Intelligent Environments, 2012
A hardware/software embedded agent for real-time control of ambient-intelligence environments.
Proceedings of the FUZZ-IEEE 2012, 2012
Proceedings of the 2012 NASA/ESA Conference on Adaptive Hardware and Systems, 2012
2011
J. Circuits Syst. Comput., 2011
Proceedings of the 2011 NASA/ESA Conference on Adaptive Hardware and Systems, 2011
2010
Proceedings of the IEEE Fifth International Symposium on Industrial Embedded Systems, 2010
2009
Proceedings of the Scalable Fuzzy Algorithms for Data Management and Analysis, 2009
2007
An Experimental Study on Nonlinear Function Computation for Neural/Fuzzy Hardware Design.
IEEE Trans. Neural Networks, 2007
2005
Improvement on the pole-placement control scheme by using generalized sampled-data hold functionsdo.
Proceedings of the ICINCO 2005, 2005