Mounir Boukadoum

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 74

Top Venues

Publications

Lokman Saleh, Hafedh Mili, Mounir Boukadoum
Matching Problems to Solutions: An Explainable Way of Solving Machine Learning Problems. CoRR (2024)
Fathi Souaker, Mounir Boukadoum
Light Siamese Neural Network Architecture for Image Comparison. LASCAS (2024)
Gabriel P. Lachance, Dominic Gauvreau, Élodie Boisselier, Mounir Boukadoum, Amine Miled
Breaking Barriers: Exploring Neurotransmitters through In Vivo vs. In Vitro Rivalry. Sensors 24 (2) (2024)
Hocine Kaddour Drizi, Mounir Boukadoum
CNN Model with Transfer learning and Data Augmentation for Obstacle Detection in Rail Systems. ISCAS (2024)
Simon Tam, Shriram Tallam Puranam Raghu, Étienne Buteau, Erik J. Scheme, Mounir Boukadoum, Alexandre Campeau-Lecours, Benoit Gosselin
Towards Robust and Interpretable EMG-based Hand Gesture Recognition using Deep Metric Meta Learning. CoRR (2024)
Philippe-Olivier Beaulieu, Etienne Dumesnil, Frederic Nabki, Mounir Boukadoum
Analog RF Circuit Sizing by a Cascade of Shallow Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42 (12) (2023)
Marwan Besrour, Samuel Bouchard, Romit Mohanty, Jacob Lavoie, Takwa Omrani, Berhtié Gouin-Ferland, Konin Koua, Audrey C. Therrien, Mounir Boukadoum, Réjean Fontaine
Quantized Spiking Neural Networks on FPGA: An Application to Retinal Prosthetics. BioCAS (2023)
Félix Chamberland, Étienne Buteau, Simon Tam, Paul Fortier, Mounir Boukadoum, Alexandre Campeau-Lecours, Benoit Gosselin
EMaGer: A Wearable Full-Circumference HD-EMG Sensor and Data Augmentation Method for Robust Hand Gesture Recognition. EMBC (2023)
Félix Chamberland, Étienne Buteau, Simon Tam, Evan Campbell, Ali Mortazavi, Erik J. Scheme, Paul Fortier, Mounir Boukadoum, Alexandre Campeau-Lecours, Benoit Gosselin
Novel Wearable HD-EMG Sensor With Shift-Robust Gesture Recognition Using Deep Learning. IEEE Trans. Biomed. Circuits Syst. 17 (5) (2023)
El-hadi Zazoua, Wessam Ajib, Mounir Boukadoum
Deep Learning-Based Receiver Energy Prediction in Energy Harvesting Wireless Sensor Network. LASCAS (2023)
Xavier Isabel, Thomas Labbé, Félix Chamberland, Étienne Buteau, Evan Campbell, Ulysse Côté Allard, Simon Tam, Paul Fortier, Alexandre Campeau-Lecours, Mounir Boukadoum, Erik J. Scheme, Benoit Gosselin
Live Demonstration: A fully embedded adaptive real-time hand gesture classifier leveraging HD-sEMG and deep learning. BioCAS (2023)
Billal Belainine, Fatiha Sadat, Mounir Boukadoum
End-to-End Dialogue Generation Using a Single Encoder and a Decoder Cascade With a Multidimension Attention Mechanism. IEEE Trans. Neural Networks Learn. Syst. 34 (11) (2023)
Billal Belainine, Fatiha Sadat, Mounir Boukadoum
Multi-Dimension Attention for Multi-Turn Dialog Generation (Student Abstract). AAAI (2022)
Philippe-Olivier Beaulieu, Frederic Nabki, Mounir Boukadoum
8-bit Partial Magnitude Comparator for Spike Generation in the Leaky Integrate-and-Fire Neuron Model using Gate-Diffusion-Input Logic Gates. ICECS 2022 (2022)
Alexander Amache, Wessam Ajib, Mounir Boukadoum
Support Vector-Based Unsupervised Learning Approaches for Radio Frequency Interference Detection. VTC Spring (2022)
Mohamed Amine Abdelmadjid, Mounir Boukadoum
Neural Network-Based Signal Translation with Application to the ECG. NEWCAS (2022)
Guillaume Soulard, Gabriel P. Lachance, Élodie Boisselier, Mounir Boukadoum, Amine Miled
RISC-V Based Processor Architecture for an Embedded Visible Light Spectrophotometer. CCECE (2022)
Simon Tam, Mounir Boukadoum, Alexandre Campeau-Lecours, Benoit Gosselin
Siamese Convolutional Neural Network and Few-Shot Learning for Embedded Gesture Recognition. NEWCAS (2022)
Roufaida Bensalem, Animesh Saha Shovan, Juan Morency Trudel, Hani H. Tawfik, Karim Allidina, Mohannad Elsayed, Mounir Boukadoum, Mourad N. El-Gamal
Design of an Integrated Micro-Viscometer for Monitoring Engine Oil. Sensors 22 (14) (2022)
Marwan Besrour, Sarra Zitoun, Jacob Lavoie, Takwa Omrani, Konin Koua, Maher Benhouria, Mounir Boukadoum, Réjean Fontaine
Analog Spiking Neuron in 28 nm CMOS. NEWCAS (2022)
Chifa Dammak, Otmane Aït Mohamed, Mounir Boukadoum
SEU Reliability Assessment Framework for COTS Many-core Processors. ICM (2022)
Nicolas Pajot, Mounir Boukadoum
Synchrony-Based State Representation for Classification by Liquid State Machines. ICCI*CC (2021)
Atia B. Amin, Georges Octave Dubois, Séphora Thurel, Jean Danyluk, Mounir Boukadoum, Abdoulaye Baniré Diallo
Wireless Sensor Network and Irrigation System to Monitor Wheat Growth under Drought Stress. ISCAS (2021)
Tomas Martin, Victor Fuentes, Petko Valtchev, Abdoulaye Baniré Diallo, René Lacroix, Mounir Boukadoum, Maxime Leduc
Graph pattern mining on top of a domain ontology - preliminary results from a dairy production application. KES (2021)
Gabriel P. Lachance, Guillaume Soulard, Loïc Bouffard, Élodie Boisselier, Mounir Boukadoum, Amine Miled
Colorimetric Sensing System for Neurotransmitter Detection Based on Multi-technologies Architecture. ICECS (2021)
Dominic Gauvreau, Gabriel P. Lachance, Hamza Landari, Élodie Boisselier, Mounir Boukadoum, Younès Messaddeq, Amine Miled
Finite Element Simulation of a Microdroplet Generation System for an Implantable Liquid Sampling Probe. BioCAS (2021)
Tomas Martin, Victor Fuentes, Petko Valtchev, Abdoulaye Baniré Diallo, René Lacroix, Maxime Leduc, Mounir Boukadoum
Towards Mining Generalized Patterns from RDF Data and a Domain Ontology. PKDD/ECML Workshops (1) (2021)
Cheikh Latyr Fall, Ulysse Côté Allard, Quentin Mascret, Alexandre Campeau-Lecours, Mounir Boukadoum, Clément Gosselin, Benoit Gosselin
A Flexible and Modular Body-Machine Interface for Individuals Living with Severe Disabilities. CoRR (2020)
Gabriel P. Lachance, Shimwe Dominique Niyonambaza, Élodie Boisselier, Mounir Boukadoum, Amine Miled
Critical Comparison of Sequential and Non-sequential Modes Usage for the Design of a Czerny-Turner Spectrometer. NEWCAS (2020)
Simon Tam, Mounir Boukadoum, Alexandre Campeau-Lecours, Benoit Gosselin
A Fully Embedded Adaptive Real-Time Hand Gesture Classifier Leveraging HD-sEMG and Deep Learning. IEEE Trans. Biomed. Circuits Syst. 14 (2) (2020)
Simon Tam, Mounir Boukadoum, Alexandre Campeau-Lecours, Benoit Gosselin
Forearm High-Density Electromyography Data Visualization and Classification with Machine Learning for Hand Prosthesis Control. EMBC (2020)
Simon Bellemare-Rousseau, Gabriel P. Lachance, Shimwe Dominique Niyonambaza, Élodie Boisselier, Mounir Boukadoum, Amine Miled
FPGA-based Prediction System for Neurotransmitter Concentration Measurement from Spectrophotometry Data. NEWCAS (2020)
Gabriel P. Lachance, Loïc Bouffard, Élodie Boisselier, Amine Miled, Mounir Boukadoum
Assessment of a Grism- Based Spectrometer Design for Neurotransmitter Detection. ICECS (2020)
Charlotte Gonçalves Frasco, Maxime Radmacher, René Lacroix, Roger Cue, Petko Valtchev, Claude Robert, Mounir Boukadoum, Marc-André Sirard, Abdoulaye Baniré Diallo
Towards an Effective Decision-making System based on Cow Profitability using Deep Learning. ICAART (2) (2020)
François Nougarou, Alexandre Campeau-Lecours, Daniel Massicotte, Mounir Boukadoum, Clément Gosselin, Benoit Gosselin
Pattern recognition based on HD-sEMG spatial features extraction for an efficient proportional control of a robotic arm. Biomed. Signal Process. Control. 53 (2019)
Shimwe Dominique Niyonambaza, Élodie Boisselier, Mounir Boukadoum, Amine Miled
A Compact Visible Light Spectrometer for Molecular Detection with Spherical Gold Nanoparticles. EMBC (2019)
Ayman A. Atallah, Ghaith Bany Hamad, Otmane Aït Mohamed, Mounir Boukadoum
High-Level Availability Analysis of FPGA-Based Time-Sensitive Networks. NEWCAS (2019)
Lilia Lazli, Mounir Boukadoum
Dealing With Noise and Partial Volume Effects in Alzheimer Disease Brain Tissue Classification by a Fuzzy-Possibilistic Modeling Based on Fuzzy-Genetic Initialization. Int. J. Softw. Innov. 7 (1) (2019)
Zakaria El Alaoui Ismaili, Wessam Ajib, François Gagnon, Mounir Boukadoum
A Comparison of Frequency Synthesizers Up to 25 GHz for 130 nm CMOS Implementation. NEWCAS (2019)
Bassant Hassan, Akram Refaei, Christian Fayomi, Mounir Boukadoum
Perspectives on Non-Invasive Glucose Sensing using Flexible Hybrid-Printed Electronics Systems. ISCAS (2019)
Salim Lahmiri, Mounir Boukadoum
Improved Electromyography Signal Modeling for Myopathy Detection. ISCAS (2018)
Etienne Dumesnil, Philippe-Olivier Beaulieu, Mounir Boukadoum
Fully parallel FPGA Implementation of an Artificial Neural Network Tuned by Genetic Algorithm. NEWCAS (2018)
Wassim S. Atoui, Wessam Ajib, Mounir Boukadoum
Offline and Online Scheduling Algorithms for Energy Harvesting RSUs in VANETs. IEEE Trans. Veh. Technol. 67 (7) (2018)
Lilia Lazli, Mounir Boukadoum
Hybrid Fuzzy - Possibilistic Clustering Model based on Genetic Optimization: Case Study on Brain Tissues of Patients with Alzheimer's Disease. Int. J. Networked Distributed Comput. 6 (2) (2018)
Thomas Gisiger, Mounir Boukadoum
A loop-based neural architecture for structured behavior encoding and decoding. Neural Networks 98 (2018)
Shimwe Dominique Niyonambaza, Élodie Boisselier, Mounir Boukadoum, Amine Miled
Microfluidic H-filter Cell Modeling for Robust Purification of Gold Nanoparticles. NEWCAS (2018)
Shimwe Dominique Niyonambaza, Élodie Boisselier, Mounir Boukadoum, Amine Miled
Microfluidic Spectrophotometer for Neurotransmitter Detection Based on Gold Nanoparticles: Preliminary Results. EMBC (2018)
Lilia Lazli, Mounir Boukadoum, Otmane Aït Mohamed
Brain tissue classification of alzheimer disease using partial volume possibilistic modeling: Application to ADNI phantom images. IPTA (2017)
Salim Lahmiri, Mounir Boukadoum
A comparison of four PDE-spatial denoising systems for molecular images. LASCAS (2017)
Lilia Lazli, Mounir Boukadoum, Otmane Aït Mohamed
Hybrid possibilistic-genetic technique for assessment of brain tissues volume: Case study for Alzheimer patients images clustering. SNPD (2017)
Ouajdi Brini, Mounir Boukadoum
Virtualization of the LTE physical layer symbol processing with GPUs. NEWCAS (2017)
Elnaz Ghodsevali, Samuel Morneau-Gamache, Jessy Mathault, Hamza Landari, Élodie Boisselier, Mounir Boukadoum, Benoit Gosselin, Amine Miled
Miniaturized FDDA and CMOS Based Potentiostat for Bio-Applications. Sensors 17 (4) (2017)
Lilia Lazli, Mounir Boukadoum, Otmane Aït Mohamed
HMM/MLP speech recognition system using a novel data clustering approach. CCECE (2017)
Salim Lahmiri, Mounir Boukadoum
An accurate automatic system for distinguishing neuropathy and healthy electromyography signals. ISCAS (2017)
Lilia Lazli, Mounir Boukadoum, Mohamed Tayeb Laskri, Otmane Aït Mohamed
Diagnosis of Auditory Pathologies with Hidden Markov Models. IWBBIO (1) (2017)
Lilia Lazli, Mounir Boukadoum, Otmane Aït Mohamed
Fuzzy clustering optimized with genetic algorithms: Application for hybrid speech recognition system. CoDIT (2017)
Etienne Dumesnil, Philippe-Olivier Beaulieu, Mounir Boukadoum
Single SNN Architecture for Classical and Operant Conditioning using Reinforcement Learning. Int. J. Cogn. Informatics Nat. Intell. 11 (2) (2017)
Lilia Lazli, Mounir Boukadoum
Brain Tissues Volumes Assessment by Fuzzy Genetic Optimization Based Possibilistic Clustering: Application to Alzheimer Patients Images. ISPAN-FCST-ISCC (2017)
Amine Boubekri, Wessam Ajib, Mounir Boukadoum
EAM: Energy Aware Mobility over wireless sensor networks. CCECE (2017)
Lilia Lazli, Mounir Boukadoum
Quantification of Alzheimer's Disease Brain Tissue Volume by an Enhanced Possibilistic Clustering Technique Based on Bias-Corrected Fuzzy Initialization. ISPA/IUCC (2017)
Khalil Saidi, Wessam Ajib, Mounir Boukadoum
Adaptive transmitter load size using receiver harvested energy prediction by Kalman filter. CSNDSP (2016)
Wassim S. Atoui, Mohammad Ali Salahuddin, Wessam Ajib, Mounir Boukadoum
Scheduling Energy Harvesting Roadside Units in Vehicular Ad Hoc Networks. VTC Fall (2016)
Etienne Dumesnil, Philippe-Olivier Beaulieu, Mounir Boukadoum
Robotic implementation of classical and operant conditioning within a single SNN architecture. ICCI*CC (2016)
Etienne Dumesnil, Philippe-Olivier Beaulieu, Mounir Boukadoum
FPGA minimal components SKAN model for classical and operant conditioning. ISCAS (2016)
Salim Lahmiri, Mounir Boukadoum
Hybrid Wiener and partial differential equations filter for biomedical image denoising. NEWCAS (2016)
Ouajdi Brini, Mounir Boukadoum
Real-time CPU-GPU demodulator for the LTE physical layer. LASCAS (2016)
Alireza Avakh Kisomi, Amine Miled, Mounir Boukadoum, Martin Morissette, Francois Lellouche, Benoit Gosselin
A novel wireless ring-shaped multi-site pulse oximeter. ISCAS (2016)
Elnaz Ghodsevali, Hamza Landari, Mounir Boukadoum, Benoit Gosselin, Amine Miled
A wide range and high sensitivity four-channel compact electrochemical biosensor for neurotransmitter detection on a microfluidic platform. EMBC (2016)
Mohammad Hossein Askari Hemmat, Otmane Aït Mohamed, Mounir Boukadoum
Towards code generation for ARM Cortex-M MCUs from SysML activity diagrams. ISCAS (2016)
Alireza Avakh Kisomi, Hamza Landari, Mounir Boukadoum, Amine Miled, Benoit Gosselin
Towards a multi-wavelength spectroscopy platform for blood characterization and analysis. EMBC (2016)
Salim Lahmiri, Mounir Boukadoum
Combined partial differential equation filtering and particle swarm optimization for noisy biomedical image segmentation. LASCAS (2016)
Etienne Dumesnil, Philippe-Olivier Beaulieu, Mounir Boukadoum
Robotic implementation of classical and Operant Conditioning as a single STDP learning process. IJCNN (2016)
Elnaz Ghodsevali, Mounir Boukadoum, Benoit Gosselin, Amine Miled
Low-power and low-noise fully differential difference amplifier for sub-nanoampere on-chip potentiostat. NEWCAS (2016)
Amirali Amirsoleimani, Majid Ahmadi, Arash Ahmadi, Mounir Boukadoum
Brain-inspired pattern classification with memristive neural network using the Hodgkin-Huxley neuron. ICECS (2016)
Salim Lahmiri, Mounir Boukadoum
Physiological signal denoising with variational mode decomposition and weighted reconstruction after DWT thresholding. ISCAS (2015)
Etienne Dumesnil, Frederic Nabki, Mounir Boukadoum
RF-LNA circuit synthesis using an array of artificial neural networks with constrained inputs. ISCAS (2015)
Cheikh Latyr Fall, Philippe Turgeon, Alexandre Campeau-Lecours, Véronique Maheu, Mounir Boukadoum, Sebastien Roy, Daniel Massicotte, Clément Gosselin, Benoit Gosselin
Intuitive wireless control of a robotic arm for people living with an upper body disability. EMBC (2015)
Mohammadhossein Askarihemmat, Otmane Aït Mohamed, Mounir Boukadoum
Formal modeling, verification and implementation of a train control system. ICM (2015)
Mario Antoine Aoun, Mounir Boukadoum
Chaotic Liquid State Machine. Int. J. Cogn. Informatics Nat. Intell. 9 (4) (2015)
Salim Lahmiri, Mounir Boukadoum
Pathology grading in retina digital images using student-adjusted empirical mode decomposition and power law statistics. LASCAS (2015)
Elnaz Ghodsevali, Benoit Gosselin, Mounir Boukadoum, Amine Miled
High accuracy and sensitivity differential potentiostat with amplifier-based error cancellation feedback loop. BioCAS (2015)
Salim Lahmiri, Mounir Boukadoum
Adjusted empirical mode decomposition with improved performance for signal modeling and prediction. LASCAS (2014)
Mohamed El Fares Djellatou, Daniel Massicotte, Mounir Boukadoum
Adaptive block SSA based ANC implementation for high performances ECG removal from sEMG signals. CCECE (2014)
Salim Lahmiri, Mounir Boukadoum, Antonio Di Ieva
Fractal-based arteriovenous malformations detection in brain magnetic resonance images. NEWCAS (2014)
Mohamed El Fares Djellatou, Mounir Boukadoum, Daniel Massicotte
Time Frequency noise canceller for an optimized separation of the ECG from low back sEMG signals. BHI (2014)
Mohammadhossein Askarihemmat, Otmane Aït Mohamed, Mounir Boukadoum
Automatic mapping of AF3 specifications to ARM cortex-M based FRDM platfrom. ICM (2014)
Salim Lahmiri, Mounir Boukadoum, Antonio Di Ieva
Detrended fluctuation analysis of brain hemisphere magnetic resonnance images to detect cerebral arteriovenous malformations. ISCAS (2014)
Salim Lahmiri, Mounir Boukadoum, Sylvain Chartier
Exploring Information Categories and Artificial Neural Networks Numerical Algorithms in S&P500 Trend Prediction: A Comparative Study. Int. J. Strateg. Decis. Sci. 5 (1) (2014)
Nabila Nouaouria, Mounir Boukadoum
Improved global-best particle swarm optimization algorithm with mixed-attribute data classification capability. Appl. Soft Comput. 21 (2014)
Nabila Nouaouria, Mounir Boukadoum, Robert Proulx
Position update mechanisms for enhanced particle swarm classification. ICCI*CC (2014)
Nabila Nouaouria, Mounir Boukadoum, Robert Proulx
A Particle Swarm Optimization Approach for Reuse Guided Case Retrieval. Int. J. Softw. Sci. Comput. Intell. 6 (3) (2014)
Nabila Nouaouria, Mounir Boukadoum, Robert Proulx
Enhanced Particle Swarm Optimization algorithm with resuse guided retrieval capabilities. ICCI*CC (2014)
André Cyr, Mounir Boukadoum, Frédéric Thériault
Operant conditioning: a minimal components requirement in artificial spiking neurons designed for bio-inspired robot's controller. Frontiers Neurorobotics 8 (2014)
Salim Lahmiri, Mounir Boukadoum
Biomedical image denoising using variational mode decomposition. BioCAS (2014)
Etienne Dumesnil, Frederic Nabki, Mounir Boukadoum
RF-LNA circuit synthesis by genetic algorithm-specified artificial neural network. ICECS (2014)
Mario Antoine Aoun, Mounir Boukadoum
Learning algorithm and neurocomputing architecture for NDS Neurons. ICCI*CC (2014)
Salim Lahmiri, Mounir Boukadoum
An evaluation of particle swarm optimization techniques in segmentation of biomedical images. GECCO (Companion) (2014)
Nabila Nouaouria, Mounir Boukadoum, Robert Proulx
Enhanced Global Best Particle Swarm Classification. Int. J. Softw. Sci. Comput. Intell. 6 (3) (2014)
Sofiane Amara-Madi, Clyde A. Price, Abdelhak Bensaoula, Mounir Boukadoum
Autonomous sensor system for deep-sea pipeline monitoring. NEWCAS (2013)
Mohamed El Fares Djellatou, Daniel Massicotte, Mounir Boukadoum
Wavelet compression inspired implementation for high performances and low complexity ECG removal in wireless sEMG electrodes. ICECS (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mounir Boukadoum