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  1. Magnetic Tunnel Junction (MTJ) as Stochastic Neurons and Synapses: Stochastic Binary Neural Networks, Bayesian Inferencing, Optimization Problems

    26 Oct 2018 | | Contributor(s):: Abhronil Sengupta, Kaushik Roy

    In this presentation, we provide a multi-disciplinary perspective across the stack of devices, circuits, and algorithms to illustrate how the stochastic switching dynamics of spintronic devices in the presence of thermal noise can provide a direct mapping to the units of such computing...

  2. Re-Engineering Computing For Next Generation Autonomous Intelligent Systems: Devices, Circuits, and Algorithms

    27 Aug 2018 | | Contributor(s):: Kaushik Roy, Abhronil Sengupta

    Advances in machine learning, notably deep learning, have led to computers matching or surpassing human performance in several cognitive tasks including vision, speech and natural language processing. However, implementation of such neural algorithms in conventional "von-Neumann"...

  3. Deep Machine Learning for Machine Performance and Damage Prediction

    08 Aug 2018 | | Contributor(s):: Elijah Reber, Nickolas D Winovich, Guang Lin

    Deep learning has provided opportunities for advancement in many fields. One such opportunity is being able to accurately predict real world events. Ensuring proper motor function and being able to predict energy output is a valuable asset for owners of wind turbines. In this paper, we look at...

  4. john mike

    http://nanohub.org/members/203048

  5. Is More Data Better Than Better Algorithms in Machine Learning?

    08 Jun 2018 | Posted by Cogito Tech LLC

    Yes in machine learning more data is always better than better algorithms. Actually, the quality of data defines how the inputs will work in machine learning training and output would be exactly...

    http://nanohub.org/members/200897/blog/2018/06/is-more-data-better-than-better-algorithms-in-machine-learning

  6. Marius Stan

    http://nanohub.org/members/156713

  7. Ahmed-Amine Homman

    http://nanohub.org/members/82074

  8. Mahika Dubey

    University of Illinois Urbana Champaign Class of 2016 (Urbana, IL) B.S. Computer Engineering (Department of ECE) Minor in Statisics, iFoundry Innovation Certificate Program Monta Vista High School...

    http://nanohub.org/members/80897

  9. Armando Cope

    Avid Gamer.

    http://nanohub.org/members/71384

  10. Ronald James Cortese

    Bachelor's in Computer Engineering from University of Tennessee. Starting Graduate School fall 2012.

    http://nanohub.org/members/67652

  11. Tatiana Lopez

    Computer Science Engineer, Universidad Tecnologica de PereiraMsC in Computer Science Student

    http://nanohub.org/members/57171

  12. Rakesh Gadipelli

    http://nanohub.org/members/36262

  13. Gloria Wahyu Budiman

    http://nanohub.org/members/26820