Koldo Basterretxea
Koldo Basterretxea
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Approximation of sigmoid function and the derivative for hardware implementation of artificial neurons
K Basterretxea, JM Tarela, I del Campo
IEE Proceedings-Circuits, Devices and Systems 151 (1), 18-24, 2004
An experimental study on nonlinear function computation for neural/fuzzy hardware design
K Basterretxea, JM Tarela, I del Campo, G Bosque
IEEE transactions on neural networks 18 (1), 266-283, 2007
Driving behavior signals and machine learning: A personalized driver assistance system
MV Martínez, I Del Campo, J Echanobe, K Basterretxea
2015 IEEE 18th International Conference on Intelligent Transportation …, 2015
Controlled accuracy approximation of sigmoid function for efficient FPGA‐based implementation of artificial neurons
I Del Campo, R Finker, J Echanobe, K Basterretxea
Electronics Letters 49 (25), 1598-1600, 2013
Digital design of sigmoid approximator for artificial neural networks
K Basterretxea, JM Tarela, I Del Campo
Electronics Letters 38 (1), 1, 2002
A wearable human activity recognition system on a chip
K Basterretxea, J Echanobe, I del Campo
Proceedings of the 2014 Conference on Design and Architectures for Signal …, 2014
A system-on-chip development of a neuro–fuzzy embedded agent for ambient-intelligence environments
I del Campo, K Basterretxea, J Echanobe, G Bosque, F Doctor
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 42 …, 2011
Digital Gaussian membership function circuit for neuro-fuzzy hardware
K Basterretxea, JM Tarela, I Del Campo
Electronics Letters 42 (1), 44-46, 2006
Embedded high-speed model predictive controller on a FPGA
K Basterretxea, K Benkrid
2011 NASA/ESA Conference on Adaptive Hardware and Systems (AHS), 327-335, 2011
Efficient algorithms for accelerometer-based wearable hand gesture recognition systems
G Marqués, K Basterretxea
2015 IEEE 13th International Conference on Embedded and Ubiquitous Computing …, 2015
An FPGA-based multiprocessor-architecture for intelligent environments
J Echanobe, I del Campo, K Basterretxea, MV Martinez, F Doctor
Microprocessors and Microsystems 38 (7), 730-740, 2014
Generalized sampled-data hold functions with asymptotic zero-order hold behavior and polynomic reconstruction
U Ugalde, R Bárcena, K Basterretxea
Automatica 48 (6), 1171-1176, 2012
Optimised PWL recursive approximation and its application to neuro-fuzzy systems
JM Tarela, K Basterretxea, I Del Campo, MV Martínez, E Alonso
Mathematical and computer modelling 35 (7-8), 867-883, 2002
Recursive sigmoidal neurons for adaptive accuracy neural network implementations
K Basterretxea
2012 NASA/ESA Conference on Adaptive Hardware and Systems (AHS), 152-158, 2012
A hardware/software embedded agent for real-time control of ambient-intelligence environments
I del Campo, MV Martínez, J Echanobe, K Basterretxea, F Doctor
2012 IEEE International Conference on Fuzzy Systems, 1-8, 2012
HSI-drive: A dataset for the research of hyperspectral image processing applied to autonomous driving systems
K Basterretxea, V Martínez, J Echanobe, J Gutiérrez–Zaballa, ...
2021 IEEE Intelligent Vehicles Symposium (IV), 866-873, 2021
Electronic hardware for fuzzy computation
K Basterretxea, I del Campo
Scalable fuzzy algorithms for data management and analysis: Methods and …, 2010
A versatile hardware/software platform for personalized driver assistance based on online sequential extreme learning machines
I del Campo, V Martinez, J Echanobe, E Asua, R Finker, K Basterretxea
Neural Computing and Applications 31, 8871-8886, 2019
Genetic algorithm-based optimization of ELM for on-line hyperspectral image classification
J Echanobe, I del Campo, V Martínez, K Basterretxea
2017 International Joint Conference on Neural Networks (IJCNN), 4202-4207, 2017
ELM-based hyperspectral imagery processor for onboard real-time classification
K Basterretxea, U Martinez-Corral, R Finker, I del Campo
2016 Conference on Design and Architectures for Signal and Image Processing …, 2016
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