Ervin Teng

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We apply an evolutionary strategies (ES) algorithm to the problem of designing modulation schemes used in wireless communication systems. The ES is used to optimize the digital symbol to analog signal mapping, called a constellation. Typical human-designed constellations are compared to the constellations produced by our algorithms in a simulated radio(More)
Facial recognition is an application of image processing that has begun to see more widespread use in the past few years. In this paper, we discuss the implementation of facial recognition techniques on an Android mobile phone, as well as the design and implementation of an application using facial recognition. We also analyze several tweaks to the(More)
Today’s general-purpose deep convolutional neural networks (CNN) for image classification and object detection are trained offline on large static datasets. Some applications, however, will require training in real-time on live video streams with a human-in-the-loop. We refer to this class of problem as Time-ordered Online Training (ToOT)—these problems(More)
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