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Neural Networks for Pulmonary Disease Diagnosis using Auditory and Demographic Information

Nov 26, 2020
Morteza Hosseini, Haoran Ren, Hasib-Al Rashid, Arnab Neelim Mazumder, Bharat Prakash, Tinoosh Mohsenin

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Cluster-Based Partitioning of Convolutional Neural Networks, A Solution for Computational Energy and Complexity Reduction

Jul 12, 2020
Ali Mirzaeian, Masoud Pourreza, Mohammad Sabokrou, Ashkan Vakil$, Tinoosh Mohsenin, Houman Homayoun, Avesta Sasan

* paper need to be majorly revised 

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Code-Bridged Classifier (CBC): A Low or Negative Overhead Defense for Making a CNN Classifier Robust Against Adversarial Attacks

Jan 16, 2020
Farnaz Behnia, Ali Mirzaeian, Mohammad Sabokrou, Sai Manoj, Tinoosh Mohsenin, Khaled N. Khasawneh, Liang Zhao, Houman Homayoun, Avesta Sasan

* 6 pages, Accepted and to appear in ISQED 2020 

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Learning from Observations Using a Single Video Demonstration and Human Feedback

Sep 29, 2019
Sunil Gandhi, Tim Oates, Tinoosh Mohsenin, Nicholas Waytowich

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On the use of Deep Autoencoders for Efficient Embedded Reinforcement Learning

Mar 25, 2019
Bharat Prakash, Mark Horton, Nicholas R. Waytowich, William David Hairston, Tim Oates, Tinoosh Mohsenin

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Improving Safety in Reinforcement Learning Using Model-Based Architectures and Human Intervention

Mar 22, 2019
Bharat Prakash, Mohit Khatwani, Nicholas Waytowich, Tinoosh Mohsenin

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Deep Belief Networks used on High Resolution Multichannel Electroencephalography Data for Seizure Detection

Aug 28, 2017
JT Turner, Adam Page, Tinoosh Mohsenin, Tim Oates

* Old draft of AAAI paper, AAAI Spring Symposium Series. 2014 

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Detecting Epileptic Seizures from EEG Data using Neural Networks

Apr 21, 2015
Siddharth Pramod, Adam Page, Tinoosh Mohsenin, Tim Oates

* This paper has been withdrawn by the authors due to an error discovered in the experiments 

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