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2024 
Evaluating Vascular Depth-Dependent Changes in Multi-Wavelength PPG Signals Due to Contact Force

Lambert Cause, J , Sole Morillo, A , da Silva, B , Garcia-Naranjo, JC & Stiens, J 2024, ' Evaluating Vascular Depth-Dependent Changes in Multi-Wavelength PPG Signals Due to Contact Force ', Sensors (Basel, Switzerland) , vol. 24, no. 9, 2692.

 
2023 
Acceleration of Bucket-Assisted Fast Sample Entropy for Biomedical Signal Analysis

Chen, C , Liu, C, Li, J & da Silva, B 2023, ' Acceleration of Bucket-Assisted Fast Sample Entropy for Biomedical Signal Analysis ', IEEE Transactions on Instrumentation and Measurement , vol. 72, no. 99, 2007311, pp. 1-11.

Anomaly Detection in Multi-Wavelength Photoplethysmography Using Lightweight Machine Learning Algorithms

Baciu, V-E , Lambert Cause, J , Sole Morillo, A , Garcia-Naranjo, JC , Stiens, J & da Silva, B 2023, ' Anomaly Detection in Multi-Wavelength Photoplethysmography Using Lightweight Machine Learning Algorithms ', Sensors , vol. 23, no. 15, 6947, pp. 1-23.

AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection

Chen, C , Silva, BD , Yang, C, Ma, C, Li, J & Liu, C 2023, ' AutoMLP: A Framework for the Acceleration of Multi-Layer Perceptron Models on FPGAs for Real-Time Atrial Fibrillation Disease Detection ', IEEE Transactions on Biomedical Circuits and Systems , vol. 17, no. 6, pp. 1-17.

Novel Multi-Parametric Sensor System for Comprehensive Multi-Wavelength Photoplethysmography Characterization

Lambert Cause, J , Sole Morillo, A , da Silva, B , Garcia-Naranjo, JC & Stiens, J 2023, ' Novel Multi-Parametric Sensor System for Comprehensive Multi-Wavelength Photoplethysmography Characterization ', Sensors , vol. 23, no. 14, 6628, pp. 1-17.

Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization

Nunes Alegre, L , Bazzan, A , Roijers, DM , Nowe, A & C. da Silva, B 2023, Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization . in AAMAS ན: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systems. The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), pp. 2003–2012, The 22nd International Conference on Autonomous Agents and Multiagent Systems, London, United Kingdom, 29/05/23 .

 
2022 
Power Saving Techniques for Wearable Devices in Medical Applications

Gudisa, WT , da Silva, B , Hora, WJ & Stiens, J 2022, Power Saving Techniques for Wearable Devices in Medical Applications . in Power Saving Techniques for Wearable Devices in Medical Applications. IECON Proceedings (Industrial Electronics Conference), vol. 2022-October, IEEE, pp. 1-8, 48th Annual Conference of the Industrial Electronics Society, Brussels, Belgium, 18/10/22 .

Frequency Evaluation of the Xilinx DPU Towards Energy Efficiency

Vandendriessche, J , da Silva, B & Touhafi, A 2022, Frequency Evaluation of the Xilinx DPU Towards Energy Efficiency . in Frequency Evaluation of the Xilinx DPU Towards Energy Efficiency. IECON Proceedings (Industrial Electronics Conference), vol. 2022-October, IEEE Xplore, pp. 1-6, 48th Annual Conference of the IEEE Industrial Electronics Society, Brussels, Belgium, 17/10/22 .

Effect of the Transimpedance Amplifier Topology on the Photoplethysmography Signal

Sole Morillo, A , Lambert Cause, J , da Silva, B , Garcia-Naranjo, JC & Stiens, J 2022, Effect of the Transimpedance Amplifier Topology on the Photoplethysmography Signal . in Effect of the Transimpedance Amplifier Topology on the Photoplethysmography Signal. IECON Proceedings (Industrial Electronics Conference), vol. 2022-October, IEEE Xplore, pp. 1-7, 48th Annual Conference of the IEEE Industrial Electronics Society IECON 2022 , Brussels, Belgium, 17/10/22 .

Evaluation of Fast Sample Entropy Algorithms on FPGAs: From Performance to Energy Efficiency

Chen, C , da Silva, B , Chen, R, Li, S, Li, J & Liu, C 2022, ' Evaluation of Fast Sample Entropy Algorithms on FPGAs: From Performance to Energy Efficiency ', Entropy , vol. 24, no. 9, 1177, pp. 1-19.

Power Saving Techniques for Wearable Devices

Gudisa, WT , da Silva, B , Stiens, J & Hora, WJ 2022, ' Power Saving Techniques for Wearable Devices ', Power Saving Techniques for Wearable Medical Devices, Jimma, Ethiopia, 19/06/22 - 25/06/22 pp. 1-14.

Unraveling the contact force impact on the complex multi-wavelength PPG signal morphology at different vascular depths.

Lambert Cause, J , Sole Morillo, A , da Silva, B , Stiens, J & Garcia-Naranjo, JC 2022, ' Unraveling the contact force impact on the complex multi-wavelength PPG signal morphology at different vascular depths. ', World Congress on Medical Physics and Biomedical Engineering, Singapore, Singapore, 12/06/22 - 17/06/22 pp. 174-175.

PPG EduKit: An Adjustable Photoplethysmography Evaluation System for Educational Activities

Sole Morillo, A , Lambert Cause, J , Baciu, V-E , da Silva, B , Garcia Naranjo, JC & Stiens, J 2022, ' PPG EduKit: An Adjustable Photoplethysmography Evaluation System for Educational Activities ', Sensors (Basel, Switzerland) , vol. 22, no. 4, 1389, pp. 1-22.

PPG EduKit: An Adjustable Photoplethysmography Evaluation System for Educational Activities

Sole Morillo, A , Lambert Cause, J , Baciu, V-E , da Silva, B , Garcia Naranjo, JC & Stiens, J 2022, ' PPG EduKit: An Adjustable Photoplethysmography Evaluation System for Educational Activities ', Sensors (Basel, Switzerland) , vol. 22, no. 4, 1389, pp. 1-22.

Novel FPGA-Based Visual Stimulation Method for Eye Movement Analysis

Benitez, A, Socarras Hernandez, B, Herrera Rodriguez, J , da Silva, B & Vazquez Seisdedos, C 2022, ' Novel FPGA-Based Visual Stimulation Method for Eye Movement Analysis ', Electronics , vol. 11, no. 3, 303, pp. 1-29.

MO-Gym: A Library of Multi-Objective Reinforcement Learning Environments

Nunes Alegre, L , Felten, F, Talbi, E-G, Danoy, G , Nowé, A , Bazzan, A & C. da Silva, B 2022, MO-Gym: A Library of Multi-Objective Reinforcement Learning Environments . in Proceedings of the 34th Benelux Conference on Artificial Intelligence BNAIC/Benelearn 2022. BNAIC/BeNeLearn 2022, Lamot Mechelen, Belgium, 7/11/22 . < https://bnaic2022.uantwerpen.be/wp-content/uploads/BNAICBeNeLearn_2022_submission_6485.pdf >

 
2021 
Environmental Sound Recognition on Embedded Systems: From FPGAs to TPUs

Vandendriessche, J , Wouters, N , da Silva, B , Lamrini, M , Chkouri, MY & Touhafi, A 2021, ' Environmental Sound Recognition on Embedded Systems: From FPGAs to TPUs ', Electronics (Switzerland) , vol. 10, no. 21, 2622, pp. 1-32.

Environmental Sound Recognition on Embedded Systems: From FPGAs to TPUs

Vandendriessche, J , Wouters, N , da Silva, B , Lamrini, M , Chkouri, MY & Touhafi, A 2021, ' Environmental Sound Recognition on Embedded Systems: From FPGAs to TPUs ', Electronics (Switzerland) , vol. 10, no. 21, 2622, pp. 1-32.

AITIA: Embedded AI Techniques for Industrial Applications

Brandalero, M, Veleski, M, Muñoz Hernandez, HG, Ali, M, Le Jeune, L, Goedeme, T, Mentens, N , Vandendriessche, J , Lhoest, LC , da Silva, B , Touhafi, A , Goehringer, D & Hubner, M 2021, AITIA: Embedded AI Techniques for Industrial Applications . in 31st International Conference on Field-Programmable Logic and Applications (FPL). 31 edn, 2021 31ST INTERNATIONAL CONFERENCE ON FIELD-PROGRAMMABLE LOGIC AND APPLICATIONS (FPL 2021), IEEE, Dresden, Germany, pp. 374-375, 31st International Conference on Field-Programmable Logic and Applications , Dresden, Germany, 30/08/21 .

MosAIc: A Classical Machine Learning Multi-Classifier Based Approach against Deep Learning Classifiers for Embedded Sound Classification

Lhoest, L , Lamrini, M , Vandendriessche, J , Wouters, N , Silva, BD , Chkouri, MY & Touhafi, A 2021, ' MosAIc: A Classical Machine Learning Multi-Classifier Based Approach against Deep Learning Classifiers for Embedded Sound Classification ', Applied Sciences (Switzerland) , vol. 11, no. 18, 8394, pp. 1-27.

MosAIc: A Classical Machine Learning Multi-Classifier Based Approach against Deep Learning Classifiers for Embedded Sound Classification

Lhoest, L , Lamrini, M , Vandendriessche, J , Wouters, N , Silva, BD , Chkouri, MY & Touhafi, A 2021, ' MosAIc: A Classical Machine Learning Multi-Classifier Based Approach against Deep Learning Classifiers for Embedded Sound Classification ', Applied Sciences (Switzerland) , vol. 11, no. 18, 8394, pp. 1-27.

XCycles Backprojection Acoustic Super-Resolution

Almasri, F , Vandendriessche, J , Segers, L , da Silva, B , Braeken, A , Steenhaut, K , Touhafi, A & Debeir, O 2021, ' XCycles Backprojection Acoustic Super-Resolution ', Sensors (Basel, Switzerland) , vol. 21, no. 10, 3453, pp. 1-20.

M3-AC: A Multi-Mode Multithread SoC FPGA Based Acoustic Camera

Vandendriessche, J , da Silva, B , Lhoest, LC , Braeken, A & Touhafi, A 2021, ' M3-AC: A Multi-Mode Multithread SoC FPGA Based Acoustic Camera ', Electronics , vol. 10, no. 3, 317, pp. 1-36.

 
2020 
AITIA: Embedded AI Techniques for Embedded Industrial Applications

Brandalero, M, Ali, M, Le Jeune, L, Muñoz Hernandez, HG, Veleski, M , da Silva, B , Lemeire, J , Van Beeck, K , Touhafi, A , Goedeme, T, Mentens, N, Göhringer, D & Hubner, M 2020, AITIA: Embedded AI Techniques for Embedded Industrial Applications . in AITIA: Embedded AI Techniques for Embedded Industrial Applications. pp. 1-7, 2020 International Conference on Omni-layer Intelligent Systems (COINS), Barcelona, Spain, 31/08/20 .

 
2019 
CABE: A Cloud-Based Acoustic Beamforming Emulator for FPGA-Based Sound Source Localization

Segers, L , Vandendriessche, J , Vandervelden, T , Lapauw, BJ , Da Silva Gomez, B , Braeken, A & Touhafi, A 2019, ' CABE: A Cloud-Based Acoustic Beamforming Emulator for FPGA-Based Sound Source Localization ', Sensors , vol. 19, no. 18, 3906, pp. 1-37.

Design Exploration and Performance Strategies Towards Power-Efficient FPGA-based Architectures for Sound Source Localization

Da Silva Gomez, B , Segers, L , Braeken, A & Touhafi, A 2019, ' Design Exploration and Performance Strategies Towards Power-Efficient FPGA-based Architectures for Sound Source Localization ', Journal of Sensors , vol. 2019, 5761235, pp. 1-27.

Probabilistic Performance Modelling when using Partial Reconfiguration to Accelerate Streaming Applications with Non-Deterministic Task Scheduling

Da Silva Gomez, B , Braeken, A & Touhafi, A 2019, Probabilistic Performance Modelling when using Partial Reconfiguration to Accelerate Streaming Applications with Non-Deterministic Task Scheduling . in P Diniz, R Woods, C Hochberger, A Koch & B Nelson (eds), Applied Reconfigurable Computing - 15th International Symposium, ARC 2019, Proceedings. , 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11444 LNCS, pp. 81-95, International Symposium on Applied Reconfigurable Computing, Darmstadt, Germany, 9/04/19 .

Acceleration of streaming applications on FPGAs: Architectures, Performance Strategies and Models

da Silva, B 2019, ' Acceleration of streaming applications on FPGAs: Architectures, Performance Strategies and Models '.

 
2018 
FPGA-Based Architectures for Acoustic Beamforming with Microphone Arrays: Trends, Challenges and Research Opportunities

Da Silva Gomez, B , Braeken, A & Touhafi, A 2018, ' FPGA-Based Architectures for Acoustic Beamforming with Microphone Arrays: Trends, Challenges and Research Opportunities ', Computers , vol. 7, no. 3, 41, pp. 1-30.

A Multimode SoC FPGA-Based Acoustic Camera for Wireless Sensor Networks

Da Silva Gomez, B , Segers, L , Rasschaert, Y , Quevy, Q , Braeken, A & Touhafi, A 2018, A Multimode SoC FPGA-Based Acoustic Camera for Wireless Sensor Networks . in International Symposium on Reconfigurable Communication-centric Systems-on-Chip. , 8449381, Proceedings of the 13th International Symposium on Reconfigurable Communication-Centric Systems-on-Chip, ReCoSoC 2018, International Symposium on Reconfigurable Communication-centric Systems-on-Chip , Lille, France, 9/07/18 .

Heterogeneous Cloud Computing: Design Methodology to Combine Hardware Accelerators

Da Silva Gomez, B , Cornelis, JG , Braeken, A , Erik, HD , Lemeire, J & Touhafi, A 2018, Heterogeneous Cloud Computing: Design Methodology to Combine Hardware Accelerators . in IEEE. , 8713333, 2018 4th International Conference on Cloud Computing Technologies and Applications, Cloudtech 2018, IEEE, 4th international conference on cloud computing technologies and applications , Brussels, Belgium, 26/11/18 .

A Low-Power FPGA-Based Architecture for Microphone Arrays in Wireless Sensor Networks

Da Silva Gomez, B , Segers, L , Braeken, A , Steenhaut, K & Touhafi, A 2018, A Low-Power FPGA-Based Architecture for Microphone Arrays in Wireless Sensor Networks . in N Voros, G Keramidas, C Antonopoulos, M Huebner, PC Diniz & D Goehringer (eds), International Symposium on Applied Reconfigurable Computing: Architectures, Tools, and Applications - 14th International Symposium, ARC 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10824 LNCS, pp. 281-293, International Symposium on Applied Reconfigurable Computing, Fira, Greece, 2/05/18 .

Exploiting Partial Reconfiguration through PCIe for a Microphone Array Network Emulator

Da Silva Gomez, B , Braeken, A , Dominguez, F & Touhafi, A 2018, ' Exploiting Partial Reconfiguration through PCIe for a Microphone Array Network Emulator ', International Journal of Reconfigurable Computing , vol. 2018, 3214679, pp. 1-14.

Efficiency analysis methodology of FPGAs based on lost frequencies, area and cycles

Lemeire, J , Da Silva Gomez, B , Braeken, A , Cornelis, JG & Touhafi, A 2018, ' Efficiency analysis methodology of FPGAs based on lost frequencies, area and cycles ', Journal of Parallel and Distributed Computing , vol. 113, pp. 204-217.

 
2017 
Demonstration of a partial reconfiguration based microphone array network emulator

Da Silva Gomez, B , Dominguez, F , Braeken, A & Touhafi, A 2017, Demonstration of a partial reconfiguration based microphone array network emulator . in D Gohringer, D Stroobandt, N Mentens, M Santambrogio & J Nurmi (eds), 27th International Conference on Field-Programmable Logic and Applications. , 8056857, IEEE, 27th International Conference on Field-Programmable Logic and Applications, Ghent, Belgium, 4/09/17 .

A partial reconfiguration based microphone array network emulator

Da Silva Gomez, B , Dominguez, F , Braeken, A & Touhafi, A 2017, A partial reconfiguration based microphone array network emulator . in D Gohringer, D Stroobandt, N Mentens, M Santambrogio & J Nurmi (eds), 27th International Conference on Field-Programmable Logic and Applications. , 8056776, IEEE, pp. 1-4, 27th International Conference on Field-Programmable Logic and Applications, Ghent, Belgium, 4/09/17 .

Design Considerations When Accelerating an FPGA-Based Digital Microphone Array for Sound-Source Localization

Da Silva Gomez, B , Braeken, A , Steenhaut, K & Touhafi, A 2017, ' Design Considerations When Accelerating an FPGA-Based Digital Microphone Array for Sound-Source Localization ', Journal of Sensors , vol. 2017, 6782176, pp. 1-20.

 
2016 
MEMS microphones for wireless applications

Tiete, J , Dominguez Bonini, FX , Da Silva Gomez, B , Touhafi, A & Steenhaut, K 2016, MEMS microphones for wireless applications . in Wireless MEMS Networks and Applications. Woodhead Publishing, pp. 177-195.

A Lost Cycles Analysis for Performance Prediction using High-Level Synthesis

Da Silva Gomez, B , Lemeire, J , Braeken, A & Touhafi, A 2016, A Lost Cycles Analysis for Performance Prediction using High-Level Synthesis . in A Lost Cycles Analysis for Performance Prediction using High-Level Synthesis. 2016 edn, vol. 9625, Lecture Notes in Computer Science, vol. 9625, Springer, Springer International Publishing Switzerland, pp. 334-342, 12th International Symposium, ARC 2016 , Mangaratiba, Brazil, 22/03/16 .

 
2014 
Performance and Resource Modeling for FPGAs using High-Level Synthesis tools

Da Silva Gomez, B , Braeken, A , Erik, HD & Touhafi, A 2014, Performance and Resource Modeling for FPGAs using High-Level Synthesis tools . in M Bader, A Bode, H-J Bungartz, M Gerndt, GR Joubert & F Peters (eds), Parallel Computing: Accelerating Computational Science and Engineering (CSE). Advances in Parallel Computing, vol. 25, IOS Press, Amsterdam, pp. 523-531. < http://www.ebooks.iospress.nl/volumearticle/35920 >

SoundCompass: A Distributed MEMS Microphone Array-Based Sensor for Sound Source Localization

Tiete, J , Dominguez Bonini, FX , Da Silva Gomez, B , Segers, L , Steenhaut, K & Touhafi, A 2014, ' SoundCompass: A Distributed MEMS Microphone Array-Based Sensor for Sound Source Localization ', Sensors , vol. 14, no. 2, pp. 1918-1949. < http://www.mdpi.com/1424-8220/14/2/1918 >

 
2013 
Performance Modeling for FPGAs: Extending the Roofline Model with High-Level Synthesis Tools

Da Silva Gomez, B , Braeken, A , D'hollander, E & Touhafi, A 2013, ' Performance Modeling for FPGAs: Extending the Roofline Model with High-Level Synthesis Tools ', International Journal of Reconfigurable Computing , vol. 2013, pp. 1-10. < http://www.hindawi.com/journals/ijrc/2013/428078/ >

Comparing and combining GPU and FPGA accelerators in an image processing context

Da Silva Gomez, B , Braeken, A , D'hollander, E , Touhafi, A , Cornelis, JG & Lemeire, J 2013, Comparing and combining GPU and FPGA accelerators in an image processing context . in 23rd International Conference on Field programmable Logic and Applications, FPL 2013, Porto, Portugal, September 2-4, 2013. 23rd International Conference on Field programmable Logic and Applications, FPL 2013, Porto, Portugal, September 2-4, 2013, IEEE Circuits & Systems Society, pp. 1-4, 23rd International Conference on Field programmable Logic and Applications, Porto, Portugal, 2/09/13 . < http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=6645552 >

Performance and toolchain of a combined GPU/FPGA desktop

Da Silva Gomez, B , Braeken, A , Erik, HD , Touhafi, A , Cornelis, JG & Lemeire, J 2013, Performance and toolchain of a combined GPU/FPGA desktop . in FPGA ཉ Proceedings of the ACM/SIGDA international symposium on Field programmable gate arrays. FPGA ཉ Proceedings of the ACM/SIGDA international symposium on Field programmable gate arrays, ACM, New York, NY, USA ©2013, pp. 274-274, The 2013 ACM/SIGDA International Symposium on Field Programmable Gate Arrays (FPGA 2013), Monterey, United States, 11/02/13 . < http://dl.acm.org/citation.cfm?doid=2435264.2435336 >

Performance and Programming Environment of a Combined GPU/FPGA Desktop

Da Silva Gomez, B , Braeken, A , D'hollander, E , Touhafi, A , Cornelis, JG & Lemeire, J 2013, Performance and Programming Environment of a Combined GPU/FPGA Desktop . in E D'Hollander, JJ Dongarra, IT Foster, L Grandinetti & GR Joubert (eds), Transition of HPC Towards Exascale Computing. Advances in Parallel Computing, vol. 24, IOS Press, Amsterdam, pp. 177-193. < http://ebooks.iospress.nl/volumearticle/35304 >