Publications by: Corey Lammie

Saleh, Alzayat, Laradji, Issam H., Lammie, Corey, Vazquez, David, Flavell, Carol Ann, and Rahimi Azghadi, Mostafa (2021) A deep learning localization method for measuring abdominal muscle dimensions in ultrasound images. IEEE Journal of Biomedical and Health Informatics. (In Press)

Lammie, Corey, Rahimiazghadi, Mostafa, and Ielmini, Daniele (2021) Empirical metal-oxide RRAM device endurance and retention model for deep learning simulations. Semiconductor Science and Technology, 36 (6). 065003.

Lammie, Corey, Eshraghian, Jason K., Lu, Wei D., and Rahimi Azghadi, Mostafa (2021) Memristive stochastic computing for deep learning parameter optimization. IEEE Transactions on Circuits and Systems II: Express Briefs, 68 (5). pp. 1650-1654.

Lammie, Corey, Xiang, Wei, and Rahimi Aghadi, Mostafa (2021) Towards memristive deep learning systems for real-time mobile epileptic seizure prediction. In: Proceedings of the IEEE International Symposium on Circuits and Systems. From: ISCAS 2021: IEEE International Symposium on Circuits and Systems, 22-28 May 2021, Daegu, Korea.

Eshraghain, Jason K., Lammie, Corey, and Rahimi Azghadi, Mostafa (2020) Biologically plausible contrast detection using a memristor array. In: Proceedings of the 2020 IEEE International Symposium on Circuits and Systems. From: ISCAS: 2020 IEEE International Symposium on Circuits and Systems, 10-21 October 2020, Seville, Spain.

Rahimi Azghadi, Mostafa, Lammie, Corey, Eshraghian, Jason K., Payvand, Melika, Donati, Elisa, Linares-Barranco, Bernabe, and Indiveri, Giacomo (2020) Hardware implementation of deep network accelerators towards healthcare and biomedical applications. IEEE Transactions on Biomedical Circuits and Systems, 14 (6). pp. 1138-1159.

Lammie, Corey, and Rahimi Azghadi, Mostafa (2020) Live demonstration: Low-Power and High-Speed Deep FPGA Inference Engines for weed classification at the edge. In: Proceedings of the 2020 IEEE International Symposium on Circuits and Systems. From: ISCAS: 2020 IEEE International Symposium on Circuits and Systems, 10-21 October 2020, Seville, Spain.

Lammie, Corey, and Rahimi Azghadi, Mostafa (2020) MemTorch: a simulation framework for deep memristive cross-bar architectures. In: Proceedings of the 2020 IEEE International Symposium on Circuits and Systems. From: ISCAS: 2020 IEEE International Symposium on Circuits and Systems, 10-21 October 2020, Seville, Spain.

Lammie, Corey, Xiang, Wei, and Rahimi Azghadi, Mostafa (2020) Training progressively Binarizing Deep Networks using FPGAs. In: Proceedings of the 2020 IEEE International Symposium on Circuits and Systems. From: ISCAS: 2020 IEEE International Symposium on Circuits and Systems, 10-21 October 2020, Seville, Spain.

Lammie, Corey, Xiang, Wei, and Azghadi, Mostafa Rahimi (2019) Accelerating deterministic and stochastic binarized neural networks on FPGAS using OpenCL. In: Procedings of the International Midwest Symposium on Circuits and Systems. pp. 626-629. From: MWSCAS 2019: IEEE 62nd International Midwest Symposium on Circuits and Systems, 4-7 August 2019, Dallas, TX, USA.

Lammie, Corey, Hamilton, Tara Julia, van Schaik, André, and Rahimi Azghadi, Mostafa (2019) Efficient FPGA implementations of pair and triplet-based STDP for neuromorphic architectures. IEEE Transactions on Circuits and Systems I: Regular Papers, 66 (4). pp. 1558-1570.

Lammie, Corey, Olsen, Alex, Carrick, Tony, and Rahimi Azghadi, Mostafa (2019) Low-power and high-speed deep FPGA inference engines for weed classification at the edge. IEEE Access, 7. pp. 51171-51184.

Lammie, Corey, and Azghadi, Mostafa Rahimi (2019) Stochastic computing for low-power and high-speed deep learning on FPGA. In: Proceedings of the IEEE International Symposium on Circuits and Systems. From: ISCAS 2019: IEEE International Symposium on Circuits and Systems, 26-29 May 2019, Sapporo, Japan.

Lammie, Corey, Krestinskaya, Olga, James, Alex, and Rahimi Azghadi, Mostafa (2019) Variation-aware binarized memristive networks. In: Proceedings of the 26th IEEE International Conference on Electronics, Circuits and Systems. pp. 490-493. From: 2019 ICECS: 26th IEEE International Conference on Electronics, Circuits and Systems, 27-29 November 2019, Genoa, Italy.

Lammie, Corey, Hamilton, Tara, and Azghadi, Mostafa Rahimi (2018) Unsupervised character recognition with a simplified FPGA neuromorphic system. In: Proceedings of the IEEE International Symposium on Circuits and Systems. From: 2018 IEEE International Symposium on Circuits and Systems (ISCAS), 27-30 May 2018, Florence, Italy.

Lammie, Corey, Hamilton, Tara, and Azghadi, Mostafa Rahimi (2018) Live demonstration: Unsupervised character recognition with a FPGA neuromorphic system. In: Proceedings of the IEEE International Symposium on Circuits and Systems. From: ISCAS 2018: IEEE International Symposium on Circuits and Systems, 27-30 May 2018, Florence, Italy.

Lammie, Corey, and Rahimiazghadi, Mostafa (2017) Digital, analog, and memristive implementation of Spike-based Synaptic Plasticity. In: Abstracts from the Systems & Computational Neuroscience Down Under Meeting. p. 46. From: SCiNDU: Systems & Computational Neuroscience Down Under, 13-15 December 2017, Brisbane, QLD, Australia.