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Retinal imaging and Alzheimer’s disease: a future powered by Artificial Intelligence
Graefe's Archive for Clinical and Experimental Ophthalmology,
2024
DOI:10.1007/s00417-024-06394-0
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Power-Efficient FPGA Implementation of SVM for Sleep Apnea Detection
2023 9th International Conference on Signal Processing and Communication (ICSC),
2023
DOI:10.1109/ICSC60394.2023.10441455
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New Decision for QAM Based on SVM for Complex Impairments
IEEE Transactions on Vehicular Technology,
2023
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New Decision for QAM Based on SVM for Complex Impairments
IEEE Transactions on Vehicular Technology,
2023
DOI:10.1109/TVT.2022.3226576
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An Area-Efficient FPGA Implementation of a Real-Time Multi-Class Classifier for Binary Images
IEEE Transactions on Circuits and Systems II: Express Briefs,
2022
DOI:10.1109/TCSII.2022.3148228
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In-Filter Computing for Designing Ultralight Acoustic Pattern Recognizers
IEEE Internet of Things Journal,
2022
DOI:10.1109/JIOT.2021.3109739
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An Area-Efficient FPGA Implementation of a Real-Time Multi-Class Classifier for Binary Images
IEEE Transactions on Circuits and Systems II: Express Briefs,
2022
DOI:10.1109/TCSII.2022.3148228
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In-Filter Computing for Designing Ultralight Acoustic Pattern Recognizers
IEEE Internet of Things Journal,
2022
DOI:10.1109/JIOT.2021.3109739
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FPGA acceleration analysis of LibSVM predictors based on high-level synthesis
The Journal of Supercomputing,
2022
DOI:10.1007/s11227-022-04406-6
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Robust Detection of Cardiac Disease Using Machine Learning Algorithms
2022 The 5th International Conference on Control and Computer Vision,
2022
DOI:10.1145/3561613.3561622
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FPGA Implementation of an Ant Colony Optimization Based SVM Algorithm for State of Charge Estimation in Li-Ion Batteries
Energies,
2021
DOI:10.3390/en14217064
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Implementation and Evaluation of LS-SVM Optimization Methods for Estimating DoAs
2020 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE),
2020
DOI:10.1109/CCECE47787.2020.9255751
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Adaptive Detection of Islanding and Power Quality Disturbances in a Grid-Integrated Photovoltaic System
Arabian Journal for Science and Engineering,
2020
DOI:10.1007/s13369-020-04378-w
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FPGA Implementations of SVM Classifiers: A Review
SN Computer Science,
2020
DOI:10.1007/s42979-020-00128-9
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On Classification of Acceptable Images for Reliable Artificial Intelligence Systems: A Case Study on Pedestrian Detection
2020 IEEE 38th VLSI Test Symposium (VTS),
2020
DOI:10.1109/VTS48691.2020.9107565
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[16]
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Intelligent Computing Techniques for Smart Energy Systems
Lecture Notes in Electrical Engineering,
2020
DOI:10.1007/978-981-15-0214-9_87
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High-Level Synthesis of Multiclass SVM Using Code Refactoring to Classify Brain Cancer from Hyperspectral Images
Electronics,
2019
DOI:10.3390/electronics8121494
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A New Asynchronous Pipeline Architecture of Support Vector Machine Classifier for ASR System
2019 IEEE XXVI International Conference on Electronics, Electrical Engineering and Computing (INTERCON),
2019
DOI:10.1109/INTERCON.2019.8853577
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[19]
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An SVM-based hardware accelerator for onboard classification of hyperspectral images
Proceedings of the 32nd Symposium on Integrated Circuits and Systems Design - SBCCI '19,
2019
DOI:10.1145/3338852.3339869
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[20]
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The AV says: Your Hardware Definitions Were Updated!
2019 14th International Symposium on Reconfigurable Communication-centric Systems-on-Chip (ReCoSoC),
2019
DOI:10.1109/ReCoSoC48741.2019.9034972
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[21]
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An SVM-based hardware accelerator for onboard classification of hyperspectral images
Proceedings of the 32nd Symposium on Integrated Circuits and Systems Design,
2019
DOI:10.1145/3338852.3339869
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[22]
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An Embedded Cascade SVM Approach for face detection in the IoT Edge Layer
IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society,
2018
DOI:10.1109/IECON.2018.8591634
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[23]
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FPGA Based Implementation of Linear SVM for Facial Expression Classification
2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI),
2018
DOI:10.1109/ICACCI.2018.8554645
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[24]
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Embedded vision system with hardware acceleration
2018 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS),
2018
DOI:10.1109/EAIS.2018.8397187
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Efficient FPGA-based architecture of an automatic wheeze detector using a combination of MFCC and SVM algorithms
Journal of Systems Architecture,
2018
DOI:10.1016/j.sysarc.2018.05.010
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A System on Chip for Melanoma Detection Using FPGA-based SVM Classifier
Microprocessors and Microsystems,
2018
DOI:10.1016/j.micpro.2018.12.005
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[27]
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Enhancing the Ensemble of Exemplar-SVMs for Binary Classification Using Concurrent Selection and Ensemble Learning
2018 9th IEEE Annual Ubiquitous Computing, Electronics & Mobile Communication Conference (UEMCON),
2018
DOI:10.1109/UEMCON.2018.8796693
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A system for hardware aided decision tree ensemble evolution
Journal of Parallel and Distributed Computing,
2018
DOI:10.1016/j.jpdc.2017.10.001
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Boosting the Hardware-Efficiency of Cascade Support Vector Machines for Embedded Classification Applications
International Journal of Parallel Programming,
2017
DOI:10.1007/s10766-017-0514-1
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FPGA-Accelerated Dense Linear Machine Learning: A Precision-Convergence Trade-Off
2017 IEEE 25th Annual International Symposium on Field-Programmable Custom Computing Machines (FCCM),
2017
DOI:10.1109/FCCM.2017.39
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[31]
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News Article Text Classification in Indonesian Language
Procedia Computer Science,
2017
DOI:10.1016/j.procs.2017.10.039
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[32]
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Hardware implementation of SVM using system generator
2017 2nd IEEE International Conference on Recent Trends in Electronics, Information & Communication Technology (RTEICT),
2017
DOI:10.1109/RTEICT.2017.8256976
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A low cost implementation of multi-parameter patient monitor using intersection kernel support vector machine classifier
2016
DOI:10.1063/1.4942689
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Advances in Signal Processing and Intelligent Recognition Systems
Advances in Intelligent Systems and Computing,
2016
DOI:10.1007/978-3-319-28658-7_4
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Image and Video Technology – PSIVT 2015 Workshops
Lecture Notes in Computer Science,
2016
DOI:10.1007/978-3-319-30285-0_19
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Embedded Hardware-Efficient Real-Time Classification With Cascade Support Vector Machines
IEEE Transactions on Neural Networks and Learning Systems,
2016
DOI:10.1109/TNNLS.2015.2428738
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Co-Processor for evolutionary full decision tree induction
Microprocessors and Microsystems,
2016
DOI:10.1016/j.micpro.2016.05.013
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[38]
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FPGA implementation of an automatic wheezes detector based on MFCC and SVM
2016 2nd International Conference on Advanced Technologies for Signal and Image Processing (ATSIP),
2016
DOI:10.1109/ATSIP.2016.7523173
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[39]
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VLSI architecture of Pairwise Linear SVM for facial expression recognition
2015 International Conference on Advances in Computing, Communications and Informatics (ICACCI),
2015
DOI:10.1109/ICACCI.2015.7275661
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Reconfigurable Hardware for Machine Learning Applications
Journal of Circuits, Systems and Computers,
2015
DOI:10.1142/S0218126615500644
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Hardware acceleration of homogeneous and heterogeneous ensemble classifiers
Microprocessors and Microsystems,
2015
DOI:10.1016/j.micpro.2015.10.005
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[42]
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FPGA-Based Parallel Hardware Architecture for Real-Time Image Classification
IEEE Transactions on Computational Imaging,
2015
DOI:10.1109/TCI.2015.2424077
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Recent advances on kernel fuzzy support vector machine model for supervised learning
2015 International Conference on Circuits, Power and Computing Technologies [ICCPCT-2015],
2015
DOI:10.1109/ICCPCT.2015.7159310
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Analysis of potential use of the SVM technique for transformer protection
2014 Power Systems Computation Conference,
2014
DOI:10.1109/PSCC.2014.7038307
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[45]
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Parallel Fixed Point Implementation of a Radial Basis Function Network in an FPGA
Sensors,
2014
DOI:10.3390/s141018223
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A Real-Time Scintillation Crystal Identification Method and Its FPGA Implementation
IEEE Transactions on Nuclear Science,
2014
DOI:10.1109/TNS.2014.2332812
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Age estimation based on speech features and support vector machine
2011 3rd Computer Science and Electronic Engineering Conference (CEEC),
2011
DOI:10.1109/CEEC.2011.5995826
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