My Publications

• S. Wang, A. Benlarbi-Delai, “Linearizing Out-of-Band Distortion of Power Amplifiers at Sub-Nyquist Rate”, IEEE Transactions on Microwave Theory and Techniques, 2025.
• S. Wang, J. Nanni, G. Tartarini, A. Benlarbi-Delai, “Unlocking Nonlinear 850-nm VCSEL Dynamics for AI Computing in Radio-Over-Fiber Networks”, IEEE Microwave and Wireless Technology Letters, 2025.
• S. Wang, Y. Gao, A. Benlarbi-Delai, “Neuronal Nonlinearities in RF Power Amplifiers: A Bayesian Approach to Hodgkin-Huxley Differential Equations”, International Journal of Microwave and Wireless Technologies, 2025.
• P. M. Ferreira, S. Wang, Y. Gao, A. Benlarbi-Delai, “A comparative review of deep and spiking neural networks for edge AI neuromorphic circuits”, Frontiers in Neuroscience, 2025.
• P. M. Ferreira, Z. Jouni, S. Wang, G. Klisnick, A. Benlarbi-Delai, “Noise-Optimized Neuromorphic Spiking Radio in Context-Aware IoT”, IEEE Design & Test, 2025.
• Z. Jouni, S. Wang, A. Benlarbi-Delai, P. M. Ferreira, “Energy-Efficient Neuromorphic RF Localization using Analog Spiking Neurons”, IEEE Transactions on Circuits and Systems for Artificial Intelligence, 2025.
• B., Yannael, Z. Jouni, S. Wang, and P. M. Ferreira, “Analog Spiking Neuron Model for Unsupervised STDP-based learning in Neuromorphic Circuits”, Journal of Integrated Circuits and Systems, 2024.
• N. Hajiabdolrahim, K. Buisman, S. Wang, T. Eriksson, "Reliable Modeling of RF Mixers in I/Q Modulators: Experimental Validation and Parameter Extraction," IEEE Transactions on Communications, 2024.
• S. Wang, P. M. Ferreira, A. Benlarbi-Delai, “Physics informed spiking neural networks: Application to digital predistortion for power amplifier linearization”, IEEE Access, 2023.
• S. Wang, R. Hou, T. Eriksson, “A Study on Real-Valued Models for Wideband RF Power Amplifier Modeling”, IEEE Microwave and Wireless Technology Letters, 2023.
• Z. Jouni, T. Soupizet, S. Wang, A. Benlarbi-Delai, P. M Ferreira, "RF neuromorphic spiking sensor for smart IoT devices", Analog Integrated Circuits and Signal Processing, 2023.
• T. Soupizet, Z. Jouni, S. Wang, A. Benlarbi-Delai, P. M Ferreira, "Analog Spiking Neural Network Synthesis for the MNIST", Journal of Integrated Circuits and Systems, 2023.
• W. Cao, S. Wang, P. N. Landin, T. Eriksson, “Low-complexity Digital Predistortion of Concurrent Multiband RF Power Amplifiers”, IEEE Transactions on Microwave Theory and Techniques, 2022.
• S. Wang, W. Cao, R. Hou, T. Eriksson, “A Digital Predistortion for Concurrent Dual-Band Power Amplifiers Linearization Based on Periodically Nonuniform Sampling Theory”, IEEE Transactions on Microwave Theory and Techniques, 2021.
• S. Wang, W. Cao, C. Fager, T. Eriksson, “Infinite Impulse Response Structure for Amplifier Modeling and Linearization”, IEEE Microwave and Wireless Components Letters, 2021.
• W. Cao, S. Wang, P. N. Landin, C. Fager, T. Eriksson, “Complexity Optimized Digital Predistortion Model of RF Power Amplifiers”, IEEE Transactions on Microwave Theory and Techniques, 2021.
• W. Cao, S. Wang, T. Eriksson, “Concurrent Multiband Linearization for Power Amplifiers with Intermodulation Distortions”, IEEE Microwave and Wireless Components Letters, 2021.
• S. Wang, M. Roger, J. Sarrazin, C. Lelandais-Perrault, “Augmented Iterative Learning Control for Neural-Network-Based Joint Crest Factor Reduction and Digital Predistortion of Power Amplifiers”, IEEE Transactions on Microwave Theory and Techniques, 2020.
• S. Wang, M. Roger, C. Lelandais-Perrault, “Impacts of Crest Factor Reduction and Digital Predistortion on Linearity and Power Efficiency of Power Amplifiers”, IEEE Transactions on Circuits and Systems II: Express Briefs, 2019.
• S. Wang, M. Roger, J. Sarrazin, C. Lelandais-Perrault, “An Efficient Method to Study Trade-off between Power Amplifier Efficiency and Digtal Predistortion Complexity”, IEEE Microwave and Wireless Components Letters, 2019.
• S. Wang, M. Roger, J. Sarrazin, C. Lelandais-Perrault, “Hyperparameter Optimization of Two-Hidden-Layer Neural Networks for Power Amplifiers Behavioral Modeling Using Genetic Algorithms”, IEEE Microwave and Wireless Components Letters, 2019.
• S. Wang, M. Roger, J. Sarrazin, C. Lelandais-Perrault, “A Joint Crest Factor Reduction and Digital Predistortion for Power Amplifiers Linearization Based on Clipping-and-Bank-Filtering”, IEEE Transactions on Microwave Theory and Techniques, 2019.
• S. Wang, M. Abi Hussein, O. Venard, G. Baudoin, “A Novel Algorithm for Determining the Structure of Digital Predistortion Models”, IEEE Transactions on Vehicular Technology, 2018.
• S. Wang, M. Abi Hussein, O. Venard, G. Baudoin, “Optimal Sizing of 2-stage Cascaded Sparse Memory Polynomial Model for High Power Amplifiers Linearization”, IEEE Transactions on Microwave Theory and Techniques, 2018.

• S. Wang, J. Nanni, G. Tartarini, A. Benlarbi-Delai, “Joint Communication and Computation in Optical System with Mach-Zehnder Modulator”, IEEE International Conference on Communications (ICC), 2026
• S. Wang, Y. Gao, Shipra, A. Benlarbi-Delai, “A Hodgkin-Huxley Interpretation of Power Amplifiers Memory Effects in Stochastic Computing”, IEEE Microwaves, Antennas and Propagation Conference, MAPCON (MAPCON), 2025
• S. Wang, J. Nanni, G. Tartarini, A. Benlarbi-Delai, “Energy Efficient AI-Computing Using VCSEL-based Optical Communication System”, IEEE Photonics Conference (IPC), 2025
• Y. Wei, S. Wang, F. Nait-Abdesselam, A. Benlarbi-Delai, “Plasticity-Driven Spiking Neural Networks for Low-Latency Federated Learning on Edge Devices”, IEEE Global Communications Conference (GLOBECOM), 2025
• S. Wang, A. Benlarbi-Delai, “Out-of-Band Digital Predistortion in Joint Communication - Computation Networks for Transmission Standards”, IEEE International New Circuits and Systems Conference (NEWCAS), 2025
• J. Nanni, S. Wang, A. Benlarbi-Delai, G. Tartarini, “AI-Computing Through Low-Consumption VCSEL-based Analog Radio-over-Fiber System”, International Topical Meeting on Microwave Photonics (MWP), 2025
• Shipra, S. Wang, T. Eriksson, “Blind Digital Post-Distortion Technique for Nonlinear Receiver”, IEEE International New Circuits and Systems Conference (NEWCAS), 2025
• Z. Jouni, T. Prats Rioufol, P. Ramos, S. Wang, A. Benlarbi-Delai, P. M. Ferreira, “Design Framework for Energy-Efficient Analog Neural Network Using Multilayer Perceptron Models”, IEEE International New Circuits and Systems Conference (NEWCAS), 2025
• Y. Wei, S. Wang, F. Nait-Abdesselam, A. Benlarbi-Delai, “Real-time Optimization of 5G/6G Signal Transmissions Using Spiking Neural Networks and Asynchronous Federated Learning”, IEEE 100th Vehicular Technology Conference (VTC-Spring), 2025
• S. Wang, A. Özçelikkale, A. Benlarbi-Delai, “Joint Communication and Computation Using RF Amplifier-based Neural Network”, European Microwave Week (EuMW), 2024
• S. Wang, P. M. Ferreira, Julien Sarrazin, A. Benlarbi-Delai, “Power Consumption Estimation of Digital Predistortion based on Spiking Neural Networks”, IEEE International New Circuits and Systems Conference (NEWCAS), 2024
• Y. Wei, F. Nait-Abdesselam, S. Wang, A. Benlarbi-Delai, “A Comparative Study of Supervised Learning Algorithms for Spiking Neural Networks”, International Conference on Advanced Communication Technologies and Networking (CommNet), 2024
• Z. Jouni, S. Wang, A. Benlarbi-Delai, P. M. Ferreira, “Analog Spiking-Rate Neuromorphic System for Efficient RF Source Localization”, IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2024
• Y. Wei, S. Wang, F. Nait-Abdesselam, A. Benlarbi-Delai, "The Influence of Temporal Dependency on Training Algorithms for Spiking Neural Networks," IWCMC 2024 Conference, 2024.
• Y. Wei, S. Wang, F. Nait-Abdesselam, A. Benlarbi-Delai, "Study of Spiking Neural Network-Based Regressor on Applications in Digital Predistortion for Power Amplifiers," 2023 6th International Conference on Advanced Communication Technologies and Networking (CommNet), Rabat, Morocco, 2023
• Z. Jouni, T. P. Rioufol, S. Wang, A. Benlarbi-Delai, P. M. Ferreira, "Jitter Noise Impact on Analog Spiking Neural Networks: STDP Limitations," 2023 36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI), Rio de Janeiro, Brazil, 2023.
• S. Wang, P. M. Ferreira, A. Benlarbi-Delai, “Behavioral modeling of nonlinear power amplifiers using spiking neural networks”, IEEE International New Circuits and Systems Conference (NEWCAS), 2022.
• S. Wang, P. M. Ferreira, A. Benlarbi-Delai, “Dual-Band Transmitter Linearization Using Spiking Neural Networks”, IEEE Asia-Pacific Microwave Conference (APMC), 2022.
• Z. Jouni, T. Soupizet, S. Wang, A. Benlarbi-Delai, P. M. Ferreira, "1.2 nW Neuromorphic Enhanced Wake-Up Radio," 2022 35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI), Porto Alegre, Brazil, 2022.
• A. Piana, S. Wang, João F. Sulzbach, Paolo Zaniboni, Raphael El-Haddad, Aziz Benlarbi-Delai, Geoffroy Klisnick, Pietro M. Ferreira, "Smart IoT - Implementation of Neuromorphic Circuits," 2022 IEEE 7th Forum on Research and Technologies for Society and Industry Innovation (RTSI), Paris, France, 2022.
• J. F. Sulzbach, S. Wang, Z. Jouni, A. Benlarbi-Delai, G. Klisnick and P. M. Ferreira, "Sub-nJ per Decision Schmitt Trigger Comparator for Neuromorphic Spike Detection in 55 nm Technology," 2022 IEEE 7th Forum on Research and Technologies for Society and Industry Innovation (RTSI), Paris, France, 2022.
• N. Hajiabdolrahim, S. Wang, C. Fager, H. V. Hünerli, T. Eriksson, "A Real-Valued 4D Memory Polynomial Algorithm for Mixer Modeling," 2021 51st European Microwave Conference (EuMC), London, United Kingdom, 2022.
• S. Wang, W. Cao, T. Eriksson, "Complexity Analysis of Wideband Power Amplifiers Linearization in Multi-band Signal Transmission for Massive MIMO systems," 2020 IEEE/MTT-S International Microwave Symposium (IMS), Los Angeles, CA, USA, 2020.
• S. Wang, W. Cao, T. Eriksson, "Identification Methods with Different Digital Predistortion Models for Power Amplifiers with Strong Nonlinearity and Memory Effects," 2020 IEEE MTT-S International Wireless Symposium (IWS), Shanghai, China, 2020.
• W. Cao, S. Wang, B. Göransson, T. Eriksson, "Clipping-and-inverse-filtering Technique for Concurrent Multiband Transmitters," 2020 International Workshop on Integrated Nonlinear Microwave and Millimetre-Wave Circuits (INMMiC), Cardiff, UK, 2020.
• S. Wang, M. Roger, C. Lelandais-Perrault, “Optimization of a pruned 2-D Digital Predistortion Model Structure for Power Amplifiers Linearization”, 2019 the 17th IEEE International NEWCAS Conference in Munich, 2019.
• S. Wang, Mazen Abi Hussein, Olivier Venard, Genevieve Baudoin, “Identification of Low Order Cascaded Digital Predistortion with Different-structure Stages for Linearization of Power Amplifiers”, 2018 IEEE Radio & Wireless Week (RWW) in Anaheim.
• S. Wang, M. Roger, C. Lelandais-Perrault, “Clipping-and-Bank-Filtering Technique in Joint Crest Factor Reduction and Digital Predistortion for Power Amplifiers”, 2018 IEEE Asia Pacific Microwave Conference (APMC2018) in Kyoto.
• S. Wang, M. Abi Hussein, O. Venard, G. Baudoin, “Impact of the Normalization Gain of Digital Predistortion on Linearization Performance and Power Added Efficiency of the Linearized Power Amplifier”, European Microwave Conference (EuMC) 2017.
• S. Wang, M. Abi Hussein, O. Venard, G. Baudoin, “Performance Analysis of Multi-stage Cascaded Digital Predistortion”, IEEE International Conference on Telecommunications and Signal Processing (TSP) 2017.
• S. Wang, M. Abi Hussein, O. Venard, G. Baudoin, “Optimal Sizing of Cascaded Digital Predistortion for Linearization of High Power Amplifiers”, 2017 IEEE Asia Pacific Microwave Conference (APMC2017) in Kuala Lumpur.
• S. Wang, M. Abi Hussein, O. Venard, G. Baudoin, “Optimal Sizing of Generalized Memory Polynomial Model Structure Based on Hill-Climbing Heuristic”, European Microwave Conference (EuMC) 2016.
• S. Wang, M. Abi Hussein, O. Venard, G. Baudoin, “Comparison of hill-climbing and genetic algorithms for digital predistortion models sizing”, IEEE International Conference on Electronics, Circuits and Systems (ICECS) 2016.