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3 papers
Instance Explainable Temporal Network For Multivariate Timeseries
Naveen Madiraju, Homa Karimabadi
Although deep networks have been widely adopted, one of their shortcomings has been their blackbox nature. One particularly difficult problem in machine learning is multivariate ti…
FPGA Implementation of ECG feature extraction using Time domain analysis
Naveen Sai Madiraju, Naresh Kurella, Rama Valapudasu
An electrocardiogram (ECG) feature extraction system has been developed and evaluated using Virtex-6 FPGA kit which belongs to Xilinx Ltd. In time domain, Pan-Tompkins algorithm is…
Deep Temporal Clustering : Fully Unsupervised Learning of Time-Domain Features
Naveen Sai Madiraju, Seid M. Sadat, Dimitry Fisher +1
Unsupervised learning of time series data, also known as temporal clustering, is a challenging problem in machine learning. Here we propose a novel algorithm, Deep Temporal Cluster…