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Application of Seq2Seq Models on Code Correction
We apply various seq2seq models on programming language correction tasks on Juliet Test Suite for C/C++ and Java of Software Assurance …
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Optical coherence tomography using physical domain data compression to achieve MHz A-scan rates
The three-dimensional volumetric imaging capability of optical coherence tomography (OCT) leads to the generation of large amounts of …
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A minimally invasive lens-free computational microendoscope
A distal lensless microendoscope is developed to enable minimally invasive imaging with wide field of view and digital refocusing. …
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An Unsupervised Compressed Sensing Algorithm for Multi-Channel Neural Recording and Spike Sorting
We propose an unsupervised compressed sensing (CS)-based framework to compress, recover, and cluster neural action potentials. This …
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Widefield compressive multiphoton microscopy
A single-pixel compressively sensed architecture is exploited to simultaneously achieve a 10× reduction in acquired data compared with …
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A Mathematical Analysis of Network Controllability Through Driver Nodes
A May 2011 Nature article by Liu, Slotine, and Barabasi laid a mathematical foundation for analyzing network controllability of …
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Topological and statistical behavior classifiers for tracking applications
This paper introduces a method to integrate target behavior into the multiple hypothesis tracker (MHT) likelihood ratio. In particular, …
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A Fully Integrated Wireless Compressed Sensing Neural Signal Acquisition System for Chronic Recording and Brain Machine Interface
Reliable, multi-channel neural recording is critical to the neuroscience research and clinical treatment. However, most hardware …
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Compact all-CMOS spatiotemporal compressive sensing video camera with pixel-wise coded exposure
We present a low power all-CMOS implementation of temporal compressive sensing with pixel-wise coded exposure. This image sensor can …
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Ultrawideband compressed sensing of arbitrary multi-tone sparse radio frequencies using spectrally encoded ultrafast laser pulses
We demonstrate a photonic system for pseudorandom sampling of multi-tone sparse radio-frequency (RF) signals in an 11.95-GHz bandwidth …
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