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Seizure Detection and Prediction by Parallel Memristive Convolutional Neural Networks


Jun 20, 2022
Chenqi Li, Corey Lammie, Xuening Dong, Amirali Amirsoleimani, Mostafa Rahimi Azghadi, Roman Genov

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* IEEE Transactions on Biomedical Circuits and Systems, 2022 
* Accepted by IEEE Transactions on Biomedical Circuits and Systems 

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Toward A Formalized Approach for Spike Sorting Algorithms and Hardware Evaluation


May 13, 2022
Tim Zhang, Corey Lammie, Mostafa Rahimi Azghadi, Amirali Amirsoleimani, Majid Ahmadi, Roman Genov

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* Accepted at 2022 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS) 

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Navigating Local Minima in Quantized Spiking Neural Networks


Feb 15, 2022
Jason K. Eshraghian, Corey Lammie, Mostafa Rahimi Azghadi, Wei D. Lu

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Design Space Exploration of Dense and Sparse Mapping Schemes for RRAM Architectures


Jan 25, 2022
Corey Lammie, Jason K. Eshraghian, Chenqi Li, Amirali Amirsoleimani, Roman Genov, Wei D. Lu, Mostafa Rahimi Azghadi

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* Accepted at 2022 IEEE International Symposium on Circuits and Systems (ISCAS). [v2] Fixed incorrectly labeled author affiliations for Chenqi Li, Amirali Amirsoleimani, and Roman Genov 

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A Deep Learning Localization Method for Measuring Abdominal Muscle Dimensions in Ultrasound Images


Sep 30, 2021
Alzayat Saleh, Issam H. Laradji, Corey Lammie, David Vazquez, Carol A Flavell, Mostafa Rahimi Azghadi

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* 9 pages, 8 figures, 1 tables, Accepted for Publication in the IEEE Journal of Biomedical and Health Informatics (J-BHI) 25-May-2021 

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Memristive Stochastic Computing for Deep Learning Parameter Optimization


Mar 11, 2021
Corey Lammie, Jason K. Eshraghian, Wei D. Lu, Mostafa Rahimi Azghadi

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* IEEE Transactions on Circuits and Systems Part II: Express Briefs, 2021 
* Accepted by IEEE Transactions on Circuits and Systems Part II: Express Briefs 

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Hardware Implementation of Deep Network Accelerators Towards Healthcare and Biomedical Applications


Jul 11, 2020
Mostafa Rahimi Azghadi, Corey Lammie, Jason K. Eshraghian, Melika Payvand, Elisa Donati, Bernabe Linares-Barranco, Giacomo Indiveri

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* Submitted to IEEE Transactions on Biomedical Circuits and Systems (21 pages, 10 figures, 5 tables) 

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Training Progressively Binarizing Deep Networks Using FPGAs


Jan 08, 2020
Corey Lammie, Wei Xiang, Mostafa Rahimi Azghadi

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* 2020 IEEE International Symposium on Circuits and Systems (ISCAS) 
* Accepted at 2020 IEEE International Symposium on Circuits and Systems (ISCAS) 

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Variation-aware Binarized Memristive Networks


Oct 14, 2019
Corey Lammie, Olga Krestinskaya, Alex James, Mostafa Rahimi Azghadi

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* 2019 IEEE 26th International Conference on Electronics Circuits and Systems (ICECS) 
* 4 pages, 3 figures, 3 tables 

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