Dr. Zubaer Ibna Mannan

Assistant Professor
Department of Computer Science & Engineering

Faculty

Faculty of Sciences and Engineering

Address

A/2, Jahurul Islam Avenue
Jahurul Islam City, Aftabnagar
Dhaka-1212, Bangladesh

Office

Ext: || Room No# AB-1 (703)
zubaer.mannan@ewubd.edu

Academic Background

Ph.D. in Electronics and Information Engineering, Jeonbuk National University (JBNU), Republic of Korea.
M. Sc. in Electronics and Information Engineering, Jeonbuk National University (JBNU), Republic of Korea.
B. Sc. in Electrical and Electronic Engineering, East West University, Bangladesh.

Short Biography

Zubaer Ibna Mannan received his MS and PhD degrees in Electronic and Information Engineering from Jeonbuk National University, Republic of Korea, in 2016 and 2019, respectively.

He worked as a Postdoctoral Research Fellow at the Core Research Institute of Intelligent Robots, Jeonbuk National University, and later as an Assistant Professor at Kyungdong University from 2019 to 2021 and from 2021 to 2025, respectively.

Currently, he is working as an Assistant Professor at East West University, Bangladesh.

His research interests include health informatics, deep neural networks, machine learning, neuromorphic computing, memristors, and memristive systems.

Professional Experience

2021.09.06 ~ 2025.08.31: Assistant Professor
Department of Smart Computing, Kyungdong University Global, Republic of Korea.
2019.09.01 ~ 2021.08.31: Postdoctoral Research Fellow
Core Research Institute of Intelligent Robots, Jeonbuk National University, Republic of Korea.

Research Interest

Healthcare Informatics
Deep Neural Networks
Machine Learning
Memristive and Neuromorphic System

Selected Publications

A. K. Thakur, J. Pal, S. Azam, M. N. Alam, and Z. I. Mannan (corresponding author)“A Deep Neural Network for Detecting Lung Cancer from CT Images,” Proceedings of 3rd International Conference on Smart Computing and Cyber Security. SMARTCYBER 2023. Lecture Notes in Networks and Systems, vol. 914, pp. 435-446, 2024. Springer, Singapore.
O. O. O. Ugli, M. N. Alam, K. A. Shirin, A. A. Al-Absi, and Z. I. Mannan “COVID-19 X-Ray Image Classification Using Deep Convolution Neural Network,” Proceedings of 2nd International Conference on Smart Computing and Cyber Security, Proceedings of 2nd International Conference on Smart Computing and Cyber Security. SMARTCYBER 2021. Lecture Notes in Networks and Systems, vol 395. pp. 392-402, 2022. Springer, Singapore.
Z. I. Mannan, and H. Kim “Neuro-memristive circuit for bio-synaptic plasticity,” International Symposium on Circuits and Systems (ISCAS), 23-25 May, 2021, Daegu, Korea.
Z. I. Mannan, and H. Kim “A Memristive Multi-bit-per-cell Memory Device,” International Symposium on Information Technology Convergence, 24-27 Oct., 2018, Jeonju, Korea.
Z. I. Mannan, Y. C. Jeong, S. H. Park, J. Lee and H. Kim “Voltage-dependent Action Potential Generator Circuit for Biological Neuron,” International Symposium on Information Technology Convergence, 30-31 Oct., 2017, Shijiazhuang China.
R. K. Budhathoki, Z. I. Mannan, M. P. Sah and H. Kim “Action potential generation in neural circuits based on voltage controlled oscillator,” International Symposium on Information Technology Convergence, 30-31 Oct., 2014, Jeonju, Korea.
Z. I. Mannan, and H. Kim, “Implementation of Memristive Bioelectronics Device for Synapse and Plasticity,” 35th ICROS Annual Conference (ICROS 2020), Jul., 2020, Sokcho, Korea.
Z. I. Mannan, and H. Kim, “A Memristor Based Lapicque’s Neural Model,” 33rd ICROS Annual Conference (ICROS 2018), 17-19 May, 2018, Buan, Korea. (Outstanding Paper Awarded)
M. I. Sarker, Z. I. Mannan, and H. Kim, “Optimizing method for Neural Network based on Genetic Random Weight Change Learning Algorithm,” 32nd ICROS Annual Conference (ICROS 2017), May, 2017, Sokcho, Korea.
Z. I. Mannan, and H. Kim, “Design of a Memristive Oscillator,” 2015 Conference on Control Robot System, ICROS, Jan., 2015, Gunsan, Korea.

Z. I. Mannan, R. K. Budhathoki, N. Alam, S. Azam, H. Kim, “Modeling Homosynaptic and Heterosynaptic Plasticity with a Single Neuromemristive Synapse” Journal of Advanced Research, In press.
T. Ilyas, Z. I. Mannan, A. Khan, S. Azam, H. Kim, F. De Boer, “TSFD-Net: Tissue specific feature distillation network for nuclei segmentation and classification,” Neural Networks, vol. 151, pp.1-15, 2022.
S. T. Aung, M. Hassan, M. Brady, Z. I. Mannan, S. Azam, A. Karim, S. Zaman, Y. Wongsawat, “Entropy-based emotion recognition from multichannel EEG signals using artificial neural network,” Computational Intelligence and Neuroscience, vol. 2022, Article ID 6000989, 2022.
S. Montaha, S. Azam, A. R. H. Rafid, M. Z. Hasan, A. Karim, K. M. Hasib, S. K Patel, M. Jonkman, and Z. I. Mannan, “MNet-10: A robust shallow convolutional neural network model performing ablation study on medical images assessing the effectiveness of applying optimal data augmentation technique,” Frontiers in Medicine, vol. 9, 2022.
Z. I. Mannan, H. Kim, and L. Chua, “Implementation of neuro-memristive synapse for long- and short- term biosynaptic plasticity,” Sensors, vol. 21, no. 2, 2021.
Z. I. Mannan, S. P. Adhikari, H. Kim, and L. Chua, “Global dynamics of Chua Corsage memristor circuit family: fixed-point loci, Hopf bifurcation, and coexisting dynamic attractors,” Nonlinear Dynamics, vol. 99, pp. 3169-3196, 2020.
Z. I. Mannan, and H. Kim, “Nonlinear dynamics, switching kinetics and physical realization of the family of Chua corsage memristors,” Electronics, vol. 9, no. 2, 2020.
A. Khan, T. Ilyas, M. Umraiz, Z. I. Mannan, and H. Kim, “CED-Net: Crops and Weeds Segmentation for Smart Farming Using a Small Cascaded Encoder-Decoder Architecture,” Electronics, vol. 9, no. 10, 2020.
Z. I. Mannan, S. P. Adhikari, C. Yang, R. K. Budhathoki, H. Kim, and L. Chua, “Memristive Imitation of Synaptic Transmission and Plasticity,” IEEE Transactions on Neural Networks and Learning Systems, vol. 30, no. 11, 2019.
Z. I. Mannan, C. Yang, S. P. Adhikari, and H. Kim, “Exact analysis and physical realization of the 6-lobe Chua Corsage Memristor,” Complexity, vol. 2018 (Article ID-8405978), 2018.
Z. I. Mannan, C. Yang, and H. Kim, “Oscillation with 4-lobe Chua Corsage Memristor,” IEEE Circuits and Systems Magazine, vol. 18, no. 2, 2018.
Z. I. Mannan, H. Choi, V. Rajamani, H. Kim, and L. Chua, “Chua Corsage Memristor: phase portraits, basin of attraction, and coexisting pinched hysteresis loops,” Int. J. Bifurcation Chaos, vol. 27, no. 3, 2017.
V. Rajamani, M.P. Sah, Z. I. Mannan, H. Kim, and L. Chua, “Third-order memristive Morris-Lecar model of barnacle muscle fiber,” Int. J. Bifurcation Chaos, vol. 27, no. 4, 2017.
Z. I. Mannan, H. Choi, and H. Kim, “Chua corsage memristor oscillator via Hopf bifurcation,” Int. J. Bifurcation Chaos, vol. 26, no. 4, 2016.
M. P. Sah, Z. I. Mannan, H. Choi, and H. Kim, “Oscillator made of only one memristor and one battery,” Int. J. Bifurcation Chaos, vol. 25, no. 3, 2015.

M. P. Sah, V. Rajamani, Z. I. Mannan, A. Eroglu, H. Kim, and L. Chua, A Simple Oscillator Using Memristor in: S. Vaidyanathan, C. Volos, (eds) Advances in Memristors, Memristive Devices and Systems. Studies in Computational Intelligence, vol 701, 2017. Springer, Cham. Available in: https://link.springer.com/chapter/10.1007/978-3-319-51724-7_2

Z. I. Mannan, and H. Kim, Generic Memristor: Global Dynamics, Basins of Attraction, and Coexisting Dynamic Attractors, Beau Bassin, Mauritius, Lap Lambert Academic Publishing, 2020. Available in: https://www.amazon.com/Generic-Memristor-Attraction-Coexisting-Attractors/dp/6202531398

Awards & Achievements

2024: Certificate of Appreciation (Kyungdong University)

In recognition of outstanding service and valuable contribution to KDU Global.

2019: Certificate of Excellence (Jeonbuk National University)

In recognition of outstanding performance in scientific research during the doctoral program.

2018: Outstanding Graduate Student Award (BK21 Plus Hope-IT Human Resource Development Center)

In recognition for contributing to the principles of graduate research while in pursuit of the doctoral degree during Mar. 2017 – Feb. 2018.

2018: Outstanding Paper Award (33rd Annual Conference of ICROS)

Received for the article “A Memristor-Based Lapicque’s Neuron Model.”

Dr. Zubaer Ibna Mannan

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Academic Background

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