Selected Recent Publications

(Click here for full publication list)


  • Long short-term memory networks in memristor crossbar arrays
    C. Li, Z. Wang, M. Rao, D. Belkin, W. Song, H. Jiang, P. Yan, Y. Li, P. Lin, M. Hu, N. Ge, J.P. Strachan, M. Barnell, Q. Wu, R.S. Williams, J.J. Yang and Qiangfei Xia
    Nature Machine Intelligence, to appear. DOI: 10.1038/s42256-018-0001-4

  • Memristor crossbar arrays with 6-nm half-pitch and 2-nm critical dimension
    S. Pi, C. Li, H. Jiang, W. Xia, H.L. Xin, J.J. Yang and Qiangfei Xia
    Nature Nanotechnology, published online Nov. 12, 2018. DOI: 10.1038/s41565-018-0302-0

  • A provable key destruction scheme based on memristive crossbar arrays
    H. Jiang, C. Li, R. Zhang, P. Yan, P. Lin, Y. Li, J.J. Yang, D. Holcomb and Qiangfei Xia
    Nature Electronics 1, 548-554(2018). DOI: 10.1038/s41928-018-0146-5

  • Capacitive neural network with neuro-transistors
    Z. Wang, M. Rao, J.-W. Han, J. Zhang, P. Lin, Y. Li, C. Li, W. Song, S. Asapu, R. Midya, E. Zhuo, H. Jiang, J.H. Yoon, N.K. Upadhyay, S. Joshi, M. Hu, J.P. Strachan, M. Barnell, Q. Wu, H. Wu, Q. Qiu, R.S. Williams, Qiangfei Xia and J.J. Yang
    Nature Communications 9, 3208(2018). DOI: 10.1038/s41467-018-05677-5

  • Efficient and self-adaptive in-situ learning in multilayer memristor neural networks
    C. Li, D. Belkin, Y. Li, P. Yan, M. Hu, N. Ge, H. Jiang, E. Montgomery, P. Lin, Z. Wang, W. Song, J.P. Strachan, M. Barnell, Q. Wu, R.S. Williams, J.J. Yang, and Qiangfei Xia
    Nature Communications 9, 2385(2018). DOI: 10.1038/s41467-018-04484-2

  • Fully memristive neural networks for pattern classification with unsupervised learning
    Z. Wang, S. Joshi, S. Savel'ev, W. Song, R. Midya, Y. Li, M. Rao, P. Yan, S. Asapu, Y. Zhuo, H. Jiang, P. Lin, C. Li, J.H. Yoon, N.K. Upadhyay, J. Zhang, M. Hu, J.P. Strachan, M. Barnell, Q. Wu, H. Wu, R.S. Williams, Qiangfei Xia, and J.J. Yang
    Nature Electronics 1, 137-145(2018). DOI: 10.1038/s41928-018-0023-2

  • An artificial nociceptor based on a diffusive memristor
    J.H. Yoon, Z. Wang, K.M. Kim, H. Wu, V. Ravichandran, Qiangfei Xia, C.S. Hwang and J.J. Yang
    Nature Communications 9, 417(2018). DOI: 10.1038/s41467-017-02572-3

  • Analogue signal and image processing with large memristor crossbars
    C. Li, M. Hu, Y. Li, H. Jiang, N. Ge, E. Montgomery, J. Zhang, W. Song, N. Davila, C.E. Graves, Z. Li, J. P. Strachan, P. Lin, Z. Wang, M. Barnell, Q. Wu, R.S. Williams, J.J. Yang, and Qiangfei Xia
    Nature Electronics 1, 52-59(2018). DOI: 10.1038/s41928-017-0002-z (Cover article of the inaugural issue)

  • A novel true random number generator based on a stochastic diffusive memristor
    H. Jiang, D. Belkin, S.E. Savel'ev, S. Lin, Z. Wang, Y. Li, S. Joshi, R. Midya, C. Li, M. Rao, M. Barnell, Q. Wu, J.J. Yang, and Qiangfei Xia
    Nature Communications 8, 882(2017). DOI: 10.1038/s41467-017-00869-x

  • Three-dimensional crossbar arrays of self-rectifying Si/SiO2/Si memristors
    C. Li, L. Han, H. Jiang, M. Jang, P. Lin, Q. Wu, M. Barnell, J. J. Yang, H. L. Xin, and Qiangfei Xia
    Nature Communications 15666, 882(2017). DOI: 10.1038/ncomms15666

  • Organic electronics: Battery-like artificial synapses
    J. J. Yang and Qiangfei Xia
    Nature Materials 16, 396-397(2017). DOI: 10.1038/nmat4870

  • Memristors with diffusive dynamics as synaptic emulators for neuromorphic computing
    Z. Wang, S. Joshi, S. E. Savel'ev, H. Jiang, R. Midya, P. Lin, M. Hu, N. Ge, J. P. Strachan, Z. Li, Q. Wu, M. Barnell, G. L. Li, H. L. Xin, R. S. Williams, Qiangfei Xia and J. J. Yang
    Nature Materials 16, 101-108(2017). DOI: 10.1038/nmat4756

  • Sub-10 nm Ta channel responsible for superior performance of a HfO2 memristor
    H. Jiang, L. Han, P. Lin, Z. Wang, M. Jang, Q. Wu, M. Barnell, J.J. Yang, H.L. Xin, and Qiangfei Xia
    Scientific Reports 6, 28525(2016). DOI: 10.1038/srep28525

  • Nanoscale memristive radiofrequency switches
    S. Pi, M. Ghadiri-Sadrabadi, J.C. Bardin, and Qiangfei Xia
    Nature Communications 6, 7519(2015). DOI: 10.1038/ncomms8519

    Below are three most significant papers prior to UMass:
  • Memristor-CMOS hybrid integrated circuits for reconfigurable logic
    Qiangfei Xia, W. Robinett, M.W. Cumbie, N. Banerjee, T.J. Cardinali, J.J. Yang, W. Wu, X.M. Li, W.M. Tong, D.B. Strukov, G.S. Snider, G. Medeiros-Ribeiro and R.S. Williams
    Nano Letters 9, 3640-3645(2009). DOI: 10.1021/nl901874j

  • Sub-10 nm self-enclosed self-limited nanofluidic channel arrays
    Qiangfei Xia, K.J. Morton, R.H. Austin and S.Y. Chou
    Nano Letters 8, 3830-3833(2008). DOI: 10.1021/nl802219b

  • Improved nanofabrication through guided transient-liquefaction
    S.Y. Chou and Qiangfei Xia
    Nature Nanotechnology 3, 295-300(2008). DOI: 10.1038/nnano.2008.95


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