Electricidad y Electrónica
Fachbereich
KOLDOBIKA
BASTERRECHEA OYARZABAL
PROFESORADO TITULAR DE UNIVERSIDAD
Publikationen, an denen er mitarbeitet KOLDOBIKA BASTERRECHEA OYARZABAL (32)
2024
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Evaluating single event upsets in deep neural networks for semantic segmentation: An embedded system perspective
Journal of Systems Architecture, Vol. 154
2023
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HSI-Drive v2.0: More Data for New Challenges in Scene Understanding for Autonomous Driving
2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023
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On-chip hyperspectral image segmentation with fully convolutional networks for scene understanding in autonomous driving
Journal of Systems Architecture, Vol. 139
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Rapid Deployment of Domain-specific Hyperspectral Image Processors with Application to Autonomous Driving
ICECS 2023 - 2023 30th IEEE International Conference on Electronics, Circuits and Systems: Technosapiens for Saving Humanity
2022
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Exploring Fully Convolutional Networks for the Segmentation of Hyperspectral Imaging Applied to Advanced Driver Assistance Systems
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Multi-Objective Genetic Algorithm for Optimizing an ELM-Based Driver Distraction Detection System
IEEE Transactions on Intelligent Transportation Systems, Vol. 23, Núm. 8, pp. 11946-11959
2021
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HSI-drive: A dataset for the research of hyperspectral image processing applied to autonomous driving systems
IEEE Intelligent Vehicles Symposium, Proceedings
2019
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A versatile hardware/software platform for personalized driver assistance based on online sequential extreme learning machines
Neural Computing and Applications, Vol. 31, Núm. 12, pp. 8871-8886
2017
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Genetic algorithm-based optimization of ELM for on-line hyperspectral image classification
Proceedings of the International Joint Conference on Neural Networks
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Piecewise multi-linear fuzzy extreme learning machine for the implementation of intelligent agents
Proceedings of the International Joint Conference on Neural Networks
2016
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ELM-based hyperspectral imagery processor for onboard real-time classification
Conference on Design and Architectures for Signal and Image Processing, DASIP
2015
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Driving Behavior Signals and Machine Learning: A Personalized Driver Assistance System
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC
2014
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A fault tolerant single-chip intelligent agent with feature extraction capability
Applied Soft Computing Journal, Vol. 22, pp. 358-371
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A wearable human activity recognition system on a chip
Conference on Design and Architectures for Signal and Image Processing, DASIP
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An FPGA-based multiprocessor-architecture for intelligent environments
Microprocessors and Microsystems, Vol. 38, Núm. 7, pp. 730-740
2013
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Controlled accuracy approximation of sigmoid function for efficient FPGA-based implementation of artificial neurons
Electronics Letters, Vol. 49, Núm. 25, pp. 1598-1600
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Dynamic significant feature extraction for embedded intelligent agent implementations
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Dynamic and Uncertain Environments, CIDUE 2013 - 2013 IEEE Symposium Series on Computational Intelligence, SSCI 2013
2012
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A hardware/software embedded agent for real-time control of ambient-intelligence environments
IEEE International Conference on Fuzzy Systems
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A system-on-chip development of a neuro-fuzzy embedded agent for ambient-intelligence environments
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, Vol. 42, Núm. 2, pp. 501-512
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Dynamic partial reconfiguration in embedded systems for intelligent environments
Proceedings - 8th International Conference on Intelligent Environments, IE 2012