Lin, Peng

Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing

Wang, Z., Joshi, S., Savel’ev, S. E., Jiang, H., Midya, R., Lin, P., Hu, M., Ge, N., Strachan, J. P., Li, Z., et al. (2017) · Nature Materials

Advanced Memory and Neural ComputingFerroelectric and Negative Capacitance Devices

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Analogue signal and image processing with large memristor crossbars

Li, C., Hu, M., Li, Y., Jiang, H., Ge, N., Montgomery, E., Zhang, J., Song, W., Dávila, N., Graves, C. E., et al. (2017) · Nature Electronics

Advanced Memory and Neural ComputingFerroelectric and Negative Capacitance Devices

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Fully memristive neural networks for pattern classification with unsupervised learning

Wang, Z., Joshi, S., Savel’ev, S., Song, W., Midya, R., Li, Y., Rao, M., Yan, P., Asapu, S., Zhuo, Y., et al. (2018) · Nature Electronics

Advanced Memory and Neural ComputingNeural Networks and Reservoir Computing

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Efficient and self-adaptive in-situ learning in multilayer memristor neural networks

Li, C., Belkin, D., Li, Y., Yan, P., Hu, M., Ge, N., Jiang, H., Montgomery, E., Lin, P., Wang, Z., et al. (2018) · Nature Communications

Advanced Memory and Neural ComputingFerroelectric and Negative Capacitance Devices

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Long short-term memory networks in memristor crossbar arrays

Li, C., Wang, Z., Rao, M., Belkin, D., Song, W., Jiang, H., Yan, P., Li, Y., Lin, P., Hu, M., et al. (2019) · Nature Machine Intelligence

Advanced Memory and Neural ComputingNeural Networks and Applications

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Three-dimensional memristor circuits as complex neural networks

Lin, P., Li, C., Wang, Z., Li, Y., Jiang, H., Song, W., Rao, M., Zhuo, Y., Upadhyay, N. K., Barnell, M., et al. (2020) · Nature Electronics

Advanced Memory and Neural ComputingNeural Networks and Applications

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In situ training of feed-forward and recurrent convolutional memristor networks

Wang, Z., Li, C., Lin, P., Rao, M., Nie, Y., Song, W., Qiu, Q., Li, Y., Yan, P., Strachan, J. P., et al. (2019) · Nature Machine Intelligence

Advanced Memory and Neural ComputingNeural Networks and Applications

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Alloying conducting channels for reliable neuromorphic computing

Yeon, H., Lin, P., Choi, C., Tan, S. H., Park, Y., Lee, D., Lee, J., Xu, F., Gao, B., Wu, H., et al. (2020) · Nature Nanotechnology

Advanced Memory and Neural ComputingFerroelectric and Negative Capacitance Devices

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Three-dimensional crossbar arrays of self-rectifying Si/SiO2/Si memristors

Li, C., Han, L., Jiang, H., Jang, M.-H., Lin, P., Wu, Q., Barnell, M., Yang, J. J., Xin, H. L., & Xia, Q. (2017) · Nature Communications

Advanced Memory and Neural ComputingFerroelectric and Negative Capacitance Devices

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Memristive Crossbar Arrays for Storage and Computing Applications

Li, H., Wang, S., Zhang, X., Wang, W., Yang, R., Sun, Z., Feng, W., Lin, P., Wang, Z., Sun, L., et al. (2021) · Advanced Intelligent Systems

Advanced Memory and Neural ComputingFerroelectric and Negative Capacitance Devices

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Long-term reliable physical health monitoring by sweat pore–inspired perforated electronic skins

Yeon, H., Lee, H., Kim, Y., Lee, D., Lee, Y., Lee, J.-S., Shin, J., Choi, C., Kang, J.-H., Suh, J. M., et al. (2021) · Science Advances

Advanced Sensor and Energy Harvesting MaterialsNon-Invasive Vital Sign Monitoring

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Echo state graph neural networks with analogue random resistive memory arrays

Wang, S., Li, Y., Wang, D., Zhang, W., Chen, X., Dong, D., Wang, S., Zhang, X., Lin, P., Gallicchio, C., et al. (2023) · Nature Machine Intelligence

Advanced Memory and Neural ComputingNeural Networks and Reservoir Computing

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