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Guillaume Prenat

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Kamal Danouchi

> Home > Persons > Guillaume Prenat

Publications

2024
[i5]
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  - journals/corr/abs-2401-06195
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  - https://dblp.org/rec/journals/corr/abs-2401-06195
Soyed Tuhin Ahmed, Kamal Danouchi, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori:
NeuSpin: Design of a Reliable Edge Neuromorphic System Based on Spintronics for Green AI. CoRR abs/2401.06195 (2024)
[i4]
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  - journals/corr/abs-2401-12416
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Soyed Tuhin Ahmed, Kamal Danouchi, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori:
Enhancing Reliability of Neural Networks at the Edge: Inverted Normalization with Stochastic Affine Transformations. CoRR abs/2401.12416 (2024)
2023
[j10]
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  - journals/esticas/AhmedDMPAT23
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Soyed Tuhin Ahmed, Kamal Danouchi, Christopher Münch, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori:
SpinDrop: Dropout-Based Bayesian Binary Neural Networks With Spintronic Implementation. IEEE J. Emerg. Sel. Topics Circuits Syst. 13(1): 150-164 (2023)
[j9]
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  - journals/tcad/TchendjouDPA23
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Ghislain Takam Tchendjou, Kamal Danouchi, Guillaume Prenat, Lorena Anghel:
Spintronic Memristor-Based Binarized Ensemble Convolutional Neural Network Architectures. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 42(6): 1885-1897 (2023)
[j8]
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  - journals/tecs/AhmedDHPAT23
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Soyed Tuhin Ahmed, Kamal Danouchi, Michael Hefenbrock, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori:
SpinBayes: Algorithm-Hardware Co-Design for Uncertainty Estimation Using Bayesian In-Memory Approximation on Spintronic-Based Architectures. ACM Trans. Embed. Comput. Syst. 22(5s): 131:1-131:25 (2023)
[c28]
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  - conf/date/AhmedDHPAT23
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Soyed Tuhin Ahmed, Kamal Danouchi, Michael Hefenbrock, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori:
Scalable Spintronics-based Bayesian Neural Network for Uncertainty Estimation. DATE 2023: 1-6
[c27]
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  - conf/isvlsi/DanouchiPTHA23
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Kamal Danouchi, Guillaume Prenat, Philippe Talatchian, Louis Hutin, Lorena Anghel:
Robustness and Power Efficiency in Spin-Orbit Torque-Based Probabilistic Logic Circuits. ISVLSI 2023: 1-6
[i2]
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  - journals/corr/abs-2306-10185
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Soyed Tuhin Ahmed, Kamal Danouchi, Michael Hefenbrock, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori:
Spatial-SpinDrop: Spatial Dropout-based Binary Bayesian Neural Network with Spintronics Implementation. CoRR abs/2306.10185 (2023)
[i1]
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  - journals/corr/abs-2311-15816
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Soyed Tuhin Ahmed, Kamal Danouchi, Michael Hefenbrock, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori:
Scale-Dropout: Estimating Uncertainty in Deep Neural Networks Using Stochastic Scale. CoRR abs/2311.15816 (2023)
2022
[c26]
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  - conf/latw/DanouchiPA22
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Kamal Danouchi, Guillaume Prenat, Lorena Anghel:
Spin Orbit Torque-based Crossbar Array for Error Resilient Binary Convolutional Neural Network. LATS 2022: 1-6
[c25]
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  - conf/nanoarch/AhmedDMPAT22
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Soyed Tuhin Ahmed, Kamal Danouchi, Christopher Münch, Guillaume Prenat, Lorena Anghel, Mehdi B. Tahoori:
Binary Bayesian Neural Networks for Efficient Uncertainty Estimation Leveraging Inherent Stochasticity of Spintronic Devices. NANOARCH 2022: 11:1-11:6

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