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Learning Diverse Latent Representations for Improving the Resilience to Adversarial Attacks

Jul 12, 2020
Ali Mirzaeian, Mohammad Sabokrou, Mohammad Khalooei, Jana Kosecka, Houman Homayoun, Tinoosh Mohsening, Avesta Sasan

* paper need to be majorly revised 

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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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TCD-NPE: A Re-configurable and Efficient Neural Processing Engine, Powered by Novel Temporal-Carry-deferring MACs

Oct 14, 2019
Ali Mirzaeian, Houman Homayoun, Avesta Sasan


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NESTA: Hamming Weight Compression-Based Neural Proc. Engine

Oct 01, 2019
Ali Mirzaeian, Houman Homayoun, Avesta Sasan


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