siqi wang
Publications
Publications
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A Hodgkin-Huxley Interpretation of Power Amplifiers Memory Effects in Stochastic ComputingIEEE Microwaves, Antennas and Propagation Conference, MAPCON – 2025, Dec 2025, Kochi, India |
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Energy Efficient AI-Computing Using VCSEL-based Optical Communication System2025 IEEE Photonics Conference (IPC 2025), Nov 2025, Singapour, Singapore |
Design Framework for Energy-Efficient Analog Neural Network using Multilayer Perceptron Models2025 23rd IEEE Interregional NEWCAS Conference, Jun 2025, Paris, France |
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Out-of-Band Digital Predistortion in Joint Communication-Computation Networks for Transmission Standards23rd IEEE International NEWCAS Conference, Jun 2025, Paris, France |
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AI-Computing Through Low-Consumption VCSEL-based Analog Radio-over-Fiber SystemInternational Topical Meeting on Microwave Photonics 2025, Oct 2025, Quebec City, Province of Quebec, Canada |
Analog Spiking-Rate Neuromorphic System for Efficient RF Source LocalizationIEEE International Conference Electronics Circuit and System, Nov 2024, Nancy, France. ⟨10.1109/ICECS61496.2024.10849126⟩ |
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The Influence of Temporal Dependency on Training Algorithms for Spiking Neural Networks2024 International Wireless Communications and Mobile Computing (IWCMC), May 2024, Ayia Napa, Cyprus. pp.1036-1041, ⟨10.1109/IWCMC61514.2024.10592342⟩ |
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A Comparative Study of Supervised Learning Algorithms for Spiking Neural Networks2024 7th International Conference on Advanced Communication Technologies and Networking (CommNet), Dec 2024, Rabat, Morocco. pp.1-6, ⟨10.1109/CommNet63022.2024.10793336⟩ |
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Power Consumption Estimation of Digital Predistortion based on Spiking Neural Networks2024 22nd IEEE Interregional NEWCAS Conference (NEWCAS), Jun 2024, Sherbrooke, France. pp.338-342, ⟨10.1109/NewCAS58973.2024.10666321⟩ |
Joint Communication and Computation Using RF Amplifier-based Neural Network2024 54th European Microwave Conference (EuMC), Sep 2024, Paris, France. pp.1058-1061, ⟨10.23919/EuMC61614.2024.10732352⟩ |
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Prédistorsion numérique pour linéariser les amplificateurs de puissance à l’aide de réseaux de neurones à spike (SNN) via retour Over-the-AirJournées Nationales Microondes, Jun 2024, Antibes Juan-Les-Pins, France |
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Jitter Noise Impact on Analog Spiking Neural Networks: STDP Limitations36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI),, Aug 2023, Rio de Janeiro, Brazil. ⟨10.1109/sbcci60457.2023.10261661⟩ |
Study of Spiking Neural Network-Based Regressor on Applications in Digital Predistortion for Power Amplifiers2023 6th International Conference on Advanced Communication Technologies and Networking (CommNet), Dec 2023, Rabat, Morocco. pp.1-7, ⟨10.1109/CommNet60167.2023.10365305⟩ |
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Dual-band Transmitter Linearization using Spiking Neural NetworksIEEE Proc. Asia-Pacific Microwave Conference, Nov 2022, Yokohama, Japan, France |
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Smart IoT - Implementation of Neuromorphic Circuits7th Forum on Research and Technologies for Society and Industry Innovation, Aug 2022, Paris, France |
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Sub-nJ per Decison Schmitt Trigger Comparator for Neuromorphic Spike Detection in 55nm Technology7th Forum on Research and Technologies for Society and Industry Innovation, Aug 2022, Paris, France. ⟨10.1109/RTSI55261.2022.9905228⟩ |
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Linéarisation des Amplificateurs de Puissance dans les réseaux d’Antennes Millimétriques via retour “Over-the-Air””,22èmes Journées Nationales Micro-ondes (JNM 2022), Jun 2022, Limoges, France |
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1.2 nW Neuromorphic Enhanced Wake-Up Radio35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI), Aug 2022, Porto Alegre, Brazil. ⟨10.1109/SBCCI55532.2022.9893247⟩ |
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Behavioral Modeling of Nonlinear Power Amplifiers Using Spiking Neural NetworksIEEE New Circuits System Conference (NEWCAS), Jun 2022, Quebec, Canada |
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Optimization of a pruned 2-D Digital Predistortion Model Structure for Power Amplifiers LinearizationNEWCAS 2019 17th IEEE International New Circuits and Systems Conference, Jun 2019, Munich, Germany. ⟨10.1109/NEWCAS44328.2019.8961300⟩ |
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Clipping-and-Bank-Filtering Technique in Joint Crest Factor Reduction and Digital Predistortion for Power Amplifiers2018 Asia-Pacific Microwave Conference (APMC), Nov 2018, Kyoto, Japan. ⟨10.23919/apmc.2018.8617530⟩ |
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1.2 nW Neuromorphic Enhanced Wake-Up RadioColloque du GdR SOC2, Jun 2022, Strasbourg, France. 2022 |
Analog Spiking Neuron Model for Unsupervised STDP-based Learning Open SoftwareAutre publication scientifique hal-04664184v1 |
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Analog Neuromorphic System for Low-Power RF Localization in IoTAutre publication scientifique hal-04664171v1 |