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siqi wang

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RF Neuromorphic Spiking Sensor for Smart IoT Devices

Zalfa Jouni , Thomas Soupizet , Siqi Wang , A. Benlarbi-Delai , Pietro M. Ferreira
Analog Integrated Circuits and Signal Processing, In press, ⟨10.1007/s10470-023-02164-w⟩
Journal articles hal-04133969v1
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Analog Spiking Neural Network Synthesis for the MNIST

Thomas Soupizet , Zalfa Jouni , Siqi Wang , A. Benlarbi-Delai , Pietro M. Ferreira
Journal of Integrated Circuits and Systems, 2023, 18 (1), ⟨10.29292/jics.v18i1.663⟩
Journal articles hal-04118869v1
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Physics Informed Spiking Neural Networks: Application to Digital Predistortion for Power Amplifier Linearization

Siqi Wang , Pietro Maris Ferreira , Aziz Benlarbi-Delai
IEEE Access, 2023, 11, pp.48441-48453. ⟨10.1109/ACCESS.2023.3275434⟩
Journal articles hal-04118835v1
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A Digital Predistortion for Concurrent Dual-Band Power Amplifier Linearization Based on Periodically Nonuniform Sampling Theory

Siqi Wang , Wenhui Cao , Rui Hou , Thomas Eriksson
IEEE Transactions on Microwave Theory and Techniques, 2022, 70 (1), pp.466-475. ⟨10.1109/TMTT.2021.3119340⟩
Journal articles hal-03783563v1
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Augmented Iterative Learning Control for Neural-Network-Based Joint Crest Factor Reduction and Digital Predistortion of Power Amplifiers

Siqi Wang , Morgan Roger , Julien Sarrazin , Caroline Lelandais-Perrault
IEEE Transactions on Microwave Theory and Techniques, 2020, ⟨10.1109/TMTT.2020.3011152⟩
Journal articles hal-02872144v1
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A Joint Crest Factor Reduction and Digital Predistortion for Power Amplifiers Linearization Based on Clipping-and-Bank-Filtering

Siqi Wang , Morgan Roger , Julien Sarrazin , Caroline Lelandais-Perrault
IEEE Transactions on Microwave Theory and Techniques, 2020, 68 (7), pp.2725-2733. ⟨10.1109/TMTT.2019.2956036⟩
Journal articles hal-02054109v3
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Hyperparameter Optimization of Two-Hidden-Layer Neural Networks for Power Amplifiers Behavioral Modeling Using Genetic Algorithms

Siqi Wang , Morgan Roger , Julien Sarrazin , Caroline Lelandais-Perrault
IEEE Microwave and Wireless Components Letters, 2019, 29 (12), pp.802-805. ⟨10.1109/LMWC.2019.2950801⟩
Journal articles hal-02397943v1
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An Efficient Method to Study the Tradeoff Between Power Amplifier Efficiency and Digital Predistortion Complexity

Siqi Wang , Morgan Roger , Julien Sarrazin , Caroline Lelandais-Perrault
IEEE Microwave and Wireless Components Letters, 2019, 29 (11), pp.741 - 744. ⟨10.1109/LMWC.2019.2939911⟩
Journal articles hal-02054967v2

Impacts of Crest Factor Reduction and Digital Predistortion on Linearity and Power Efficiency of Power Amplifiers

Siqi Wang , Morgan Roger , Caroline Lelandais-Perrault
IEEE Transactions on Circuits and Systems II: Express Briefs, 2018, 66 (3), pp.407-411. ⟨10.1109/TCSII.2018.2855084⟩
Journal articles hal-01846123v1
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Jitter Noise Impact on Analog Spiking Neural Networks: STDP Limitations

Zalfa Jouni , Théo Prats Rioufol , Siqi Wang , A. Benlarbi-Delai , Pietro M. Ferreira
36th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI),, Aug 2023, Rio de Janeiro, Brazil. ⟨10.1109/sbcci60457.2023.10261661⟩
Conference papers hal-04193888v1
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Sub-nJ per Decison Schmitt Trigger Comparator for Neuromorphic Spike Detection in 55nm Technology

Joao Frischenbruder Sulzbach , Siqi Wang , Zalfa Jouni , A. Benlarbi-Delai , Geoffroy Klisnick
7th Forum on Research and Technologies for Society and Industry Innovation, Aug 2022, Paris, France. ⟨10.1109/RTSI55261.2022.9905228⟩
Conference papers hal-03726654v1
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Smart IoT - Implementation of Neuromorphic Circuits

Artur Piana , Siqi Wang , Joao Frischenbruder Sulzbach , Paolo Zaniboni , Raphael El-Haddad
7th Forum on Research and Technologies for Society and Industry Innovation, Aug 2022, Paris, France
Conference papers hal-03726659v1
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Behavioral Modeling of Nonlinear Power Amplifiers Using Spiking Neural Networks

Siqi Wang , Pietro Maris Ferreira , A. Benlarbi-Delai
IEEE New Circuits System Conference (NEWCAS), Jun 2022, Quebec, Canada
Conference papers hal-03689855v1
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1.2 nW Neuromorphic Enhanced Wake-Up Radio

Zalfa Jouni , Thomas Soupizet , Siqi Wang , A. Benlarbi-Delai , Pietro Maris Ferreira
35th SBC/SBMicro/IEEE/ACM Symposium on Integrated Circuits and Systems Design (SBCCI), Aug 2022, Porto Alegre, Brazil. ⟨10.1109/SBCCI55532.2022.9893247⟩
Conference papers hal-03689791v1
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Linéarisation des Amplificateurs de Puissance dans les réseaux d’Antennes Millimétriques via retour “Over-the-Air””,

Siqi Wang , Morgan Roger , Caroline Lelandais-Perrault , Julien Sarrazin
22èmes Journées Nationales Micro-ondes (JNM 2022), Jun 2022, Limoges, France
Conference papers hal-03930285v1
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Dual-band Transmitter Linearization using Spiking Neural Networks

Siqi Wang , Pietro Maris Ferreira , A. Benlarbi-Delai
IEEE Proc. Asia-Pacific Microwave Conference, Nov 2022, Yokohama, Japan, France
Conference papers hal-03799133v1
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Optimization of a pruned 2-D Digital Predistortion Model Structure for Power Amplifiers Linearization

Siqi Wang , Morgan Roger , Caroline Lelandais-Perrault
NEWCAS 2019 17th IEEE International New Circuits and Systems Conference, Jun 2019, Munich, Germany. ⟨10.1109/NEWCAS44328.2019.8961300⟩
Conference papers hal-02054960v2
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Clipping-and-Bank-Filtering Technique in Joint Crest Factor Reduction and Digital Predistortion for Power Amplifiers

Siqi Wang , Morgan Roger , Caroline Lelandais-Perrault
2018 Asia-Pacific Microwave Conference (APMC), Nov 2018, Kyoto, Japan. ⟨10.23919/apmc.2018.8617530⟩
Conference papers hal-01950225v1