Recent Submissions

  • Distributed Machine Learning on Smart-Gateway Network Towards Real-Time Indoor Data Analytics 

    Huang, Hantao; Khalid, Rai Suleman; Yu, Hao (Springer International Publishing, 2017)
    Computational intelligence techniques are intelligent computational methodologies such as neural network to solve real-world complex problems. One example is to design a smart agent to make decisions within environment in ...
  • Distributed In-Memory Computing on Binary Memristor-Crossbar for Machine Learning 

    Yu, Hao; Ni, Leibin; Huang, Hantao (Springer, 2017)
    The recent emerging memristor can provide non-volatile memory storage but also intrinsic computing for matrix-vector multiplication, which is ideal for low-power and high-throughput data analytics accelerator performed in ...
  • Non-Volatile In-Memory Computing by Spintronics 

    Yu, Hao; Ni, Leibin; Wang, Yuhao (Morgan & Claypool, 2017)
    Exa-scale computing needs to re-examine the existing hardware platform that can support intensive data-oriented computing. Since the main bottleneck is from memory, we aim to develop an energy-efficient in-memory computing ...
  • Middle-level representation for human activities recognition : the role of spatio-temporal relationships 

    Yuan, Fei; Prinet, V´eronique; Yuan, Junsong (Springer Berlin Heidelberg, 2012)
    We tackle the challenging problem of human activity recognition in realistic video sequences. Unlike local features-based methods or global template-based methods, we propose to represent a video sequence by a set of ...
  • Real-time feedback system for monitoring and facilitating discussions 

    Sarda, Sanat; Constable, Martin; Dauwels, Justin; Dauwels, Shoko; Elgendi, Mohamed; Mengyu, Zhou; Rasheed, Umer; Tahir, Yasir; Thalmann, Daniel; Magnenat-Thalmann, Nadia (Springer Science+ Business Media New York, 2014)
    In this chapter, we present a system that provides real-time feedback about an ongoing discussion. Various speech statistics, such as speaking length, speaker turns and speaking turn duration, are computed and displayed ...