Publikationen, an denen er mitarbeitet KOLDOBIKA BASTERRECHEA OYARZABAL (21)

2024

  1. Evaluating single event upsets in deep neural networks for semantic segmentation: An embedded system perspective

    Journal of Systems Architecture, Vol. 154

2023

  1. HSI-Drive v2.0: More Data for New Challenges in Scene Understanding for Autonomous Driving

    2023 IEEE Symposium Series on Computational Intelligence, SSCI 2023

  2. On-chip hyperspectral image segmentation with fully convolutional networks for scene understanding in autonomous driving

    Journal of Systems Architecture, Vol. 139

  3. 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

  1. 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)

  2. 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

  1. HSI-drive: A dataset for the research of hyperspectral image processing applied to autonomous driving systems

    IEEE Intelligent Vehicles Symposium, Proceedings

2019

  1. 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

  1. Genetic algorithm-based optimization of ELM for on-line hyperspectral image classification

    Proceedings of the International Joint Conference on Neural Networks

  2. Piecewise multi-linear fuzzy extreme learning machine for the implementation of intelligent agents

    Proceedings of the International Joint Conference on Neural Networks

2015

  1. Driving Behavior Signals and Machine Learning: A Personalized Driver Assistance System

    IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

2014

  1. A fault tolerant single-chip intelligent agent with feature extraction capability

    Applied Soft Computing Journal, Vol. 22, pp. 358-371

  2. A wearable human activity recognition system on a chip

    Conference on Design and Architectures for Signal and Image Processing, DASIP

  3. An FPGA-based multiprocessor-architecture for intelligent environments

    Microprocessors and Microsystems, Vol. 38, Núm. 7, pp. 730-740

2013

  1. Controlled accuracy approximation of sigmoid function for efficient FPGA-based implementation of artificial neurons

    Electronics Letters, Vol. 49, Núm. 25, pp. 1598-1600

  2. 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

  1. A hardware/software embedded agent for real-time control of ambient-intelligence environments

    IEEE International Conference on Fuzzy Systems

  2. 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

  3. Dynamic partial reconfiguration in embedded systems for intelligent environments

    Proceedings - 8th International Conference on Intelligent Environments, IE 2012

2011

  1. Scalable architecture for high-speed multidimensional fuzzy inference systems

    Journal of Circuits, Systems and Computers, Vol. 20, Núm. 3, pp. 375-400