日期 影响因子
日期:
2020 年 — 2026 年
2020
2021
2022
2023
2024
2025
2026
影响因子:
–

Bayesian continual learning and forgetting in neural networks

神经网络中的贝叶斯持续学习和遗忘

期刊:Nature Communications
影响因子:15.7
doi:10.1038/s41467-025-64601-w
Bonnet, Djohan; Cottart, Kellian; Hirtzlin, Tifenn; Januel, Tarcisius; Dalgaty, Thomas; Vianello, Elisa; Querlioz, Damien
发表日期：2025
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Mosaic: in-memory computing and routing for small-world spike-based neuromorphic systems

Mosaic：面向小世界脉冲神经形态系统的内存计算和路由

期刊:Nature Communications
影响因子:15.7
doi:10.1038/s41467-023-44365-x
Dalgaty, Thomas; Moro, Filippo; Demirağ, Yiğit; De Pra, Alessio; Indiveri, Giacomo; Vianello, Elisa; Payvand, Melika
发表日期：2024
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Bringing uncertainty quantification to the extreme-edge with memristor-based Bayesian neural networks

利用基于忆阻器的贝叶斯神经网络将不确定性量化推向极边缘

期刊:Nature Communications
影响因子:15.7
doi:10.1038/s41467-023-43317-9
Bonnet, Djohan; Hirtzlin, Tifenn; Majumdar, Atreya; Dalgaty, Thomas; Esmanhotto, Eduardo; Meli, Valentina; Castellani, Niccolo; Martin, Simon; Nodin, Jean-François; Bourgeois, Guillaume; Portal, Jean-Michel; Querlioz, Damien; Vianello, Elisa
发表日期：2023
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Neuromorphic object localization using resistive memories and ultrasonic transducers

利用电阻式存储器和超声换能器进行神经形态物体定位

期刊:Nature Communications
影响因子:15.7
doi:10.1038/s41467-022-31157-y
Moro, Filippo; Hardy, Emmanuel; Fain, Bruno; Dalgaty, Thomas; Clémençon, Paul; De Prà, Alessio; Esmanhotto, Eduardo; Castellani, Niccolò; Blard, François; Gardien, François; Mesquida, Thomas; Rummens, François; Esseni, David; Casas, Jérôme; Indiveri, Giacomo; Payvand, Melika; Vianello, Elisa
发表日期：2022
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Self-organization of an inhomogeneous memristive hardware for sequence learning

用于序列学习的非均匀忆阻硬件的自组织

期刊:Nature Communications
影响因子:15.7
doi:10.1038/s41467-022-33476-6
Payvand, Melika; Moro, Filippo; Nomura, Kumiko; Dalgaty, Thomas; Vianello, Elisa; Nishi, Yoshifumi; Indiveri, Giacomo
发表日期：2022
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Author Correction: Self-organization of an inhomogeneous memristive hardware for sequence learning

作者更正：用于序列学习的非均匀忆阻硬件的自组织

期刊:Nature Communications
影响因子:15.7
doi:10.1038/s41467-022-34322-5
Payvand, Melika; Moro, Filippo; Nomura, Kumiko; Dalgaty, Thomas; Vianello, Elisa; Nishi, Yoshifumi; Indiveri, Giacomo
发表日期：2022
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Bio-Inspired Architectures Substantially Reduce the Memory Requirements of Neural Network Models

生物启发式架构大幅降低了神经网络模型的内存需求

期刊:Frontiers in Neuroscience
影响因子:3.2
doi:10.3389/fnins.2021.612359
Dalgaty, Thomas; Miller, John P; Vianello, Elisa; Casas, Jérôme
发表日期：2021
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