2019

Smagulova, K., Krestinskaya, O., & James, A. (2020). Who is the Winner? Memristive-CMOS Hybrid Modules: CNN-LSTM Versus HTM. IEEE Transactions on Biomedical Circuits and Systems, 14(2), 164–172. https://doi.org/10.1109/tbcas.2019.2956435
Adam, K., Smagulova, K., & James, A. P. (2019). Memristive LSTM Architectures. Deep Learning Classifiers with Memristive Networks, 155–167. https://doi.org/10.1007/978-3-030-14524-8_12
Smagulova, K., & James, A. P. (2019). Overview of Long Short-Term Memory Neural Networks. Deep Learning Classifiers with Memristive Networks, 139–153. https://doi.org/10.1007/978-3-030-14524-8_11
Adam, K., Smagulova, K., Krestinskaya, O., & James, A. P. (2018). Wafer Quality Inspection using Memristive LSTM, ANN, DNN and HTM. 2018 IEEE Electrical Design of Advanced Packaging and Systems Symposium (EDAPS). https://doi.org/10.1109/edaps.2018.8680907
Adam, K., Smagulova, K., & James, A. P. (2018). Memristive LSTM network hardware architecture for time-series predictive modeling problems. 2018 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS). https://doi.org/10.1109/apccas.2018.8605649

2018

Smagulova, K., Adam, K., Krestinskaya, O., & James, A. P. (2018). Design of CMOS-memristor Circuits for LSTM architecture. 2018 IEEE International Conference on Electron Devices and Solid State Circuits (EDSSC). https://doi.org/10.1109/edssc.2018.8487179
Smagulova, K., Krestinskaya, O., & James, A. P. (2018). A memristor-based long short term memory circuit. Analog Integrated Circuits and Signal Processing, 95(3), 467–472. https://doi.org/10.1007/s10470-018-1180-y

2017

Zhanbossinov, A., Smagulova, K., & James, A. P. (2016). CMOS-memristor dendrite threshold circuits. 2016 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS). https://doi.org/10.1109/apccas.2016.7803914