Publications

Journals

• S. P. Rao, S. R. A. Balaji, F. Rahman, T. Suha, T. Mahfuz, T. Hossain, M. Hasan, M. S. Hasan, T. Hoque, P. Chakraborty, P. Ranganathan, "Secure and Trustworthy Microelectronics: Vulnerabilities, Solutions, and Trends", Journal of Hardware and Systems Security, 2025, pp. 1-17. (Link)


• A. S. Mohamed, N. X. Armendarez, M. S. Hasan*, and J. S. Najem*, "Memimpedance-Based Biomolecular Device for Adaptive Physical Reservoir Computing", Advanced Intelligent Systems, 2025, pp. 250028 (* co-corresponding author). (Link)


• N. X. Armendarez, M. S. Hasan*, and J. S. Najem*, "Nonlinear Memristor Model with Exact Solution Allows for ex-situ Reservoir Computing Training and in-situ Inference", Nanoscale, 2025, 17(4), pp. 2068-77 (* co-corresponding author). (Link)


• N. X. Armendarez, A. S. Mohamed, A. Dhungel, M. R. Hossain, M. S. Hasan*, and J. S. Najem*, "Brain-Inspired Reservoir Computing Using Memristors with Tunable Dynamics and Short-Term Plasticity", ACS Applied Materials & Interfaces, 2024, 16(5), pp. 6176-6188 (*= co-corresponding author). (Link)


• V. Singh**, M. S. Hasan**, and S. Azeemuddin, "A High-Quality Random Number Generator Using Multistage Ring Oscillators and Fast Fourier Transform-Based Noise Extraction", Eng, 2024, 5(1), pp. 433-446 (**= equal contribution). (Link)


• A. S. Mohamed, A. Dhungel, M. S. Hasan**, and J. S. Najem**, "Intrinsic Voltage Offsets in Memcapacitive Bio-Membranes Enable High-Performance Physical Reservoir Computing", ACS Applied Engineering Materials, 2024, 2(8), pp. 2118-2130(*= co-corresponding author). (Link)


• M. S. Hasan, A. Dhungel, P. S. Paul, M. Sadia, and M. R. Hossain, "Normalized Linearly-Combined Chaotic System: Design, Analysis, Implementation and Application", IEEE Open Journal of the Industrial Electronics Society, 2023, vol. 4, pp. 486-505. (Link)


• M. R. Hossain, A. S. Mohamed, N. X. Armendarez, J. S. Najem*, and M. S. Hasan*, "Biomembrane-based Memcapacitive Reservoir Computing System for Energy-efficient Temporal Data Processing", Advanced Intelligent Systems, 2023, 5(12), pp. 2300346, (*= co-corresponding author). (Link)


• M. Sadia, P. S. Paul and M. S. Hasan, "Compact Analog Chaotic Map Designs Using SOI Four-Gate Transistors", IEEE Access, 2023, vol. 11, pp. 64782-64795. (Link)


• M. R. Hossain, A. Dhungel, M. Sadia, P. S. Paul, and M. S. Hasan, “1D and 2D Chaotic Time Series Prediction Using Hierarchical Reservoir Computing System”, International Journal of High Speed Electronics and Systems, 2023, 32(02n04), pp. 2350014. (Link)


• P. S. Paul, A. Dhungel, M. Sadia, M. R. Hossain, and M. S. Hasan, “Self-Parameterized Chaotic Map for Low-Cost Robust Chaos." Journal of Low Power Electronics and Applications, 2023, 13 (1), pp. 18.(Link)


• M. S. Hasan, P. S. Paul, A. Dhungel, M. Sadia, and M. R. Hossain, "Design, Analysis, and Application of Flipped Product Chaotic System," in IEEE Access, vol. 10, pp. 125181-125193, 2022.(Link)


• P. S. Paul, P. Hardy, M. Sadia, and M. S. Hasan, "A 2D Chaotic Oscillator for Analog IC," IEEE Open Journal of Circuits and Systems, 2022.(Link)


• M. Sadia, P. S. Paul, M. R. Hossain, B. Muldrey, and M. S. Hasan, “Robust Chaos with Novel 4-Transistor Maps”, IEEE Transactions on Circuits and Systems II: Express Briefs, 2022.(Link)


• P. S. Paul, M. Sadia, M. R. Hossain, B. Muldrey and M. S. Hasan, "Cascading CMOS-Based Chaotic Maps for Improved Performance and Its Application in Efficient RNG Design," in IEEE Access, vol. 10, pp. 33758-33770, 2022.(Link)


• M. S. A. Shawkat*, M. S. Hasan*, and N. Mcfarlane, "Modeling and Simulation of PGSPAD-Based Silicon Photomultipliers," in IEEE Transactions on Nuclear Science, vol. 68, no. 3, pp. 279-291, March 2021 (*= equal contribution).(Link)


• A. S. Shanta, M. B. Majumder, M. S. Hasan and G. S. Rose, "Physically Unclonable and Reconfigurable Computing System (PURCS) for Hardware Security Applications," IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 40, no. 3, pp. 405-418, March 2021.(Link)


• M. Uddin, M. B. Majumder, M. S. Hasan, and G. S. Rose, “A Secure Back-up and Restore for Resource-Constrained IoT based on Nanotechnology”, arXiv preprint, 2020.(Link)


• Md Sakib Hasan, M B Majumder, A Shanta and G. S. Rose, "A Chaos-based Complex Micro-Instruction Set for Mitigating Instruction Reverse Engineering", Journal of Hardware and Systems Security, 2020.(Link)


• S. Koner, J. S. Najem, M. S. Hasan, and S. A. Sarles, "Memristive plasticity in artificial electrical synapses via geometrically reconfigurable, gramicidin-doped biomembranes", Nanoscale, 2019.(Link)


• J. S. Najem, M. S. Hasan, R. S. Williams, R. J. Weiss, G. S. Rose, G. J. Taylor, S. A. Sarles, and C. P. Collier, "Dynamical nonlinear memory capacitance in biomimetic membranes", Nature Communications, 2019.(Link)


• Joseph S. Najem, Graham Taylor, Ryan Weiss, Nick Armendarez, Md Sakib Hasan, Garrett Rose, Catherine D. Schuman, Alex Belianinov, Stephen A. Sarles, and C. Patrick Collier, "Assembly and characterization of biomolecular memristors consisting of ion channel-doped lipid membranes", Journal of Visualized Experiments(JoVE), no. 145, March 2019.(DOI Link).


• M.B. Majumder, Md Sakib Hasan, M. Uddin, and G.S. Rose, "A Secure Integrity Checking System for Nanoelectronic Resistive RAM , IEEE Transactions on Very Large Scale Integration (VLSI) Systems", Early Access on October 2018. (Link)


• Sherif Amer, Md Sakib Hasan, Md Musabbir Adnan and Garrett Rose, "SPICE Modeling of Insulator Metal Transition: Model of the Critical Temperature", Journal of Electron Device Society, 2018.(Link)


• M. S. Hasan, S. Shamsir, M. S. A. Shawkat, F. Garcia, S. K. Islam and G. S. Rose, "Macromodel of G4FET Enabling Fast and Reliable SPICE Simulation for Innovative Circuit Applications", International Journal of High Speed Electronics and Systems, vol. 27, 2018. (DOI Link)


• M. S. Hasan, S. Shamsir, M. S. A. Shawkat, F. Garcia and S. K. Islam, "Multivariate Regression Polynomial: A versatile and efficient method for DC modeling of different transistors (MOSFET, MESFET, HBT, HEMT and G4FET)", International Journal of High Speed Electronics and Systems, vol. 27, 2018. (DOI Link)


• M. S. A. Shawkat, M. H. U. Habib, M. S. Hasan, M. A. Haque, and N. McFarlane, "Perimeter gated single photon avalanche diodes in sub-micron and deep-submicron cmos processes", International Journal of High Speed Electronics and Systems, vol. 27, 2018. (DOI Link)


• Md Sakib Hasan, S. K. Islam, B. J. Blalock, "Modeling of SOI Four-gate Transistor (G4FET) using Multidimensional Spline Interpolation Method", Microelectronics Journal, vol. 76, pp. 33-42, June 2018.(Link)


• Md Sakib Hasan, S. K. Islam, "DC Modeling of SOI Four-Gate Transistor (G4FET) for Implementation in Circuit Simulator Using Multivariate Regression Polynomial", IET Circuits, Devices & Systems, May 2018.(Link)


• Joseph S. Najem, Graham Taylor, Ryan Weiss, Md Sakib Hasan, Garrett Rose, Catherine D. Schuman, Alex Belianinov, C. Patrick Collier, and Stephen A. Sarles, "Memristive Ion Channel-Doped Biomembranes as Synaptic Mimics." ACS nano, Mar 2018.(Link)


• S. Amer, Md Sakib Hasan and G. S. Rose, "Analysis and Modeling of Electroforming in Transition Metal Oxide-based Memristors and its Impact on Crossbar Array Density", IEEE Electron Device Letters, January, 2018.(Link)


• Md Sakib Hasan, T. Rahman, S. K. Islam, et Syed K. Islam, "Numerical modeling and implementation in circuit simulator of SOI four-gate transistor (G4FET) using multidimensional Lagrange and Bernstein polynomial." Microelectronics Journal, vol. 65, July 2017.(Link)


• K. Zhu, S. K. Islam, M. Roknsharifi, Md Sakib Hasan, and I. Mahbub, "A Divide-by-3 0.4-1.4 GHz Injection-Locked Frequency Divider Based on Relaxation Oscillator," IEEE Microwave and Wireless Components Letters, vol. 23, no. 7, pp. 368-370, Jul 2013.(Link)

Book chapter

• S. M. M. Ahsan, T. Hoque, M. S. Hasan, M. Chowdhury, and A. Dhungel, "Hardware Accelerators for Artificial Intelligence", in AI-Enabled Electronic Circuit and System Design, Springer Nature, 2025, pp. 497-535. (Link)


• M. S. Hasan, C. D. Schuman, Z. Zhang, T. Rahman, and G. S. Rose “Spike-based Neuromorphic Computing for Next-Generation Computer Vision”, in Computer Vision: Challenges, Trends, and Opportunities, CRC Press, 2024, pp. 312-339. (Link)


• Samira Shamsir, Md Sakib Hasan, Omiya Hassan, Partha Sarathi Paul, Md Razuan Hossain and Syed K Islam, "Semiconductor Device Modeling and Simulation for Electronic Circuit Design" in Modeling and Simulation in Engineering,Intech, 2019. ( Link)


• M. S. Hasan, M. S. A. Shawkat, S. Amer, S. K. Islam, N. McFarlane, and G. S. Rose, "Modeling Emerging Semiconductor Devices for Circuit Simulation" in Modeling and Simulation in Engineering, Intech, 2019.( Link)


• I. Mahbub, F. Quaiyum, M. S. Hasan, and S. K. Islam , "Electronic Sensor Interfaces With Wireless Telemetry" in "Advances in Bioengineering", IntechOpen, Jul,2015, ISBN 978-953-51-2141-1.(Link)

Conference Papers

• Z. Niu, S. Song, J. S. Najem, A. Syed, and M. S. Hasan, "Exploring Simplified Reservoir Computing Systemsfor Resource-constrained Edge AI Hardware", IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), Lansing, MI, 2025 (presented).


• S. M. M. Ahsan, M. S. Shahriar, M. Chowdhury, T. Hossain, M. S. Hasan, and T. Hoque, "Accurate, Yet Scalable: A SPICE-based Design and Optimization Framework for eNVM-based Analog In-memory Computing", 2024 ACM/IEEE International Conference on Computer-Aided Design (ICCAD), New Jersey, USA, 2024.(Link)


• M. Chowdhury, M. Hasan, T. Hoque, M. S. Hasan, "Physically Unclonable and Reconfigurable Circuits for IP Protection: Opportunities and Challenges", IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Knoxville, TN, 2024. (Link)


• M. S. Hasan, M. Chowdhury, Z. Niu, S. Song, and A. Dhungel, "1-D Robust Chaotic Maps through Systematic Shifting and Halfway Shifted Product", IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Knoxville, TN, 2024. (Link)


• J. P. Lord, A. Mohamed, M. S. Hasan, J. S. Najem, H. C. Pangborn, "Optimization of Biomolecular Neuristor Action Potentials to Mimic Biological Response", ASME 2023 Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), Austin, Texas, 2023. (Link)


• P. S. Paul, M. Sadia, A. Dhungel, P. Hardy, and M. S. Hasan, "Split-Slope Chaotic Map Providing High Entropy Across Wide Range", IEEE International Symposium on Quality Electronic Design, 2023.(Link)


• S. M. M. Ahsan, T. Hossain, M. S. Hasan, and T. Hoque, "Resistive RAM-Based PUF: Challenges and Opportunities", IEEE Dallas Circuits and Systems Conference, Dallas, TX, 2023. (Link)


• M. R. Hossain, N. X. Armendarez, A. S. Mohamed, A. Dhungel, J. S. Najem, and M. S. Hasan, "EEG Signal Classification using Memristor-based Reservoir Computing System", IEEE Dallas Circuits and Systems Conference, Dallas, TX, 2023. (Link)


• Partha Sarathi Paul, Maisha Sadia, and M. S. Hasan, "Nonlinear Parameter Modulation for Low-Cost Enhancement of Chaotic Entropy", IEEE Dallas Circuits and Systems Conference, Dallas, TX, 2023. (Link)


• M. R. Hossain, P. S. Paul, M. Sadia, A. Dhungel, J. S. Najem, and M. S. Hasan, "Memristor based Reservoir Network for Chaotic Time Series Prediction", International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME), 2022. (Link)


• Partha Sarathi Paul, Anurag Dhungel, Maisha Sadia, Md Razuan Hossain, Barry Muldrey, and Md Sakib Hasan, "Self-Parameterized Chaotic Map: A Hardware-efficient Scheme Providing Wide Chaotic Range", 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS), 2021.(Link)


• Maisha Sadia, Partha Sarathi Paul, Md Razuan Hossain, Barry Muldrey, and Md Sakib Hasan, "Design and Application of a Novel 4-Transistor Chaotic Map with Robust Performance", 28th IEEE International Conference on Electronics, Circuits, and Systems (ICECS), 2021.(Link)


• Md Sakib Hasan, Partha Sarathi Paul, Maisha Sadia, and Md Razuan Hossain, "Design of a Weighted Average Chaotic System for Robust Chaotic Operation", 2021 IEEE International Midwest Symposium on Circuits and Systems (MWSCAS), 2021.(Link)


• M. R. Hossain, J. S. Najem, T. Rahman, and M. S. Hasan, "Reservoir Computing System using Biomolecular Memristor", IEEE 21st International Conference on Nanotechnology (NANO), 2021.(Link)


• Partha Sarathi Paul, Maisha Sadia, Md Razuan Hossain, Barry Muldrey, and Md Sakib Hasan, "Design of a Low-Overhead Random Number Generator Using CMOS-based Cascaded Chaotic Maps", Proceedings of the 2021 on Great Lakes Symposium on VLSI. 2021.(Link)


• Md Sakib Hasan, Partha Sarathi Paul, Maisha Sadia, and Md Razuan Hossain "Integrated Circuit Design of an Improved Discrete Chaotic Map by Averaging Multiple Seed Maps." 2021 SoutheastCon. IEEE, 2021.(Link)


• Maisha Sadia, Partha Sarathi Paul, Md Razuan Hossain, and Md Sakib Hasan "Design and Analysis of a Multi-Parameter Discrete Chaotic Map Using Only Three SOI Four-Gate Transistors." 2021 SoutheastCon. IEEE, 2021.(Link)


• Paul, Partha Sarathi, Maisha Sadia, and Md Sakib Hasan. "Design of a Dynamic Parameter-Controlled Chaotic-PRNG in a 65 nm CMOS process", 2020 IEEE 14th Dallas Circuits and Systems Conference (DCAS). IEEE, 2020.(Link)


• Md Sakib Hasan, Partha Sarathi Paul, Maisha Sadia, and Md Razuan Hossain "Design of an Enhanced Reconfigurable Chaotic Oscillator using G4FET-NDR Based Discrete Map." 2020 IEEE 14th Dallas Circuits and Systems Conference (DCAS). IEEE, 2020.(Link)


• S. D. Brown, G. Chakma, M. M. Adnan, M. S. Hasan and G. S. Rose, "Stochasticity in Neuromorphic Computing: Evaluating Randomness for Improved Performance", IEEE International Conference on Electronics, Circuits and Systems (ICECS), Genova, Italy, 2019.(Link)


• M. M. Adnan, S. Amer, S. Sayyaparaju, M. S. Hasan and G. S. Rose, "A Scan Register Based Access Scheme for Multilevel Non-Volatile Memristor Memory", IEEE International Conference on Electronics, Circuits and Systems (ICECS), Genova, Italy, 2019.(Link)


• C. Basham, M. Pitz, J. Najem, M. S. Hasan and A. Sarles, "Memcapacitive Devices in Neuromorphic Circuits via Polymeric Biomimetic Membranes", ASME 2019 Conference on Smart Materials, Adaptive Structures and Intelligent Systems (SMASIS), Louisville, Kentucky, 2019.(Link)


• S. Amer, M. S. Hasan, M. M. Adnan and G. S. Rose, "Design Considerations for Insulator Metal Transition based Artificial Neurons", 2019 62nd IEEE Midwest Symposium on Circuits and Systems, Dallas, Texas, 2019.(Link)


• M. S. A. Shawkat, M. S. Hasan, and N. McFarlane, "Modeling of Silicon Photomultiplier Based on Perimeter Gated Single Photon Avalanche Diode", 2019 62nd IEEE Midwest Symposium on Circuits and Systems, Dallas, Texas, 2019.(Link)


• A. S. Shanta, M. S. Hasan, M. B. Majumder, and G. S. Rose, "Design of a Lightweight Reconfigurable PRNG Using Three Transistor Chaotic Map", 2019 62nd IEEE Midwest Symposium on Circuits and Systems, Dallas, Texas, 2019.(Link)


• P. Collier, J. S. Najem, M. S. Hasan, R. S. Williams, R. J. Weiss, G. S. Rose, G. J. Taylor, and S. A. Sarles, "Memory and Learning in Biomolecular Soft Materials for Neuromorphic Computing", poster presentation at 2018 International Conference on Neuromorphic Systems (ICONS), Knoxville, TN, USA, July 2018.


• S. Koner, J. S. Najem, M. S. Hasan, S. A. Sarles, "Memristive plasticity in electrical synaptic mimics via geometrically reconfigurable gramicidin-doped bio-membranes", poster presentation at 2018 International Conference on Neuromorphic Systems (ICONS), Knoxville, TN, USA, July 2018.


• M. B. Majumder, M. S. Hasan, A. Shanta, M. Uddin and G. Rose, "Demonstration of a Chaos based Unclonable RISC V Processor with Logic Locking Scheme", Hardware Demonstration in IEEE Intl Symposium on Hardware Oriented Security and Trust (HOST), Washington DC, USA, May 2019.


• A. Shanta, M. S. Hasan, M. B. Majumder, and G. Rose, "Design of a Pseudo Random Number Generator using Three Transistor Chaotic Map", Workshop for Women in Hardware and Systems Security (WISE), Washington DC, USA, May 2019.


• M. Uddin, M. S. Hasan, and G. Rose, "On the Theoretical Analysis of Memristor based True Random Number Generator", ACM Great Lakes Symposium on VLSI (GLSVLSI), Washington DC, USA, May 2019.(Link)


• M. B. Majumder, M. S. Hasan, A. Shanta, M. Uddin and G. Rose, "Design for eliminating operation specific power signatures from digital logic", ACM Great Lakes Symposium on VLSI (GLSVLSI), Washington DC, USA, May 2019 (Best paper award – Third place).(Link)


• M. S. Hasan, M. B. Majumder, A. Shanta, M. Uddin and G. S. Rose, "Evaluation, Optimization, and Enhancement of Chaos Based Reconfigurable Logic Design", IEEE SoutheastCon 2019, Huntsville, AL, Apr 2019.(Link)


• M. S. Hasan, S. Amer, Syed K. Islam, and G. S. Rose, "Multivariate Cubic Spline: A Versatile DC Modeling Technique Suitable for Different Deep Submicron Transistors", IEEE SoutheastCon 2019, Huntsville, AL, Apr 2019.(Link)


• M Uddin, M B Majumder, A Shanta, Md Sakib Hasan, and Garrett Rose, "Memristor Crossbar PUF Based Lightweight Hardware Security for IoT", 2019 IEEE Intl. Conf. on Consumer Electronics (ICCE), Las Vegas, NV, 2019.(Link)


• Md Sakib Hasan, Ifana Mahbub, Syed K. Islam, and Garrett S. Rose, "A MOS-JFET Macromodel of SOI Four-Gate Transistors (G4FET) to Aid Innovative Circuit Design", 2018 IEEE Dallas Circuits and Systems Conference, Dallas, TX, Nov 2018.(Link)


• Md Sakib Hasan, Catherine D. Schuman, Joseph S. Najem, Ryan Weiss, Nicholas D. Skuda, Alex Belianinov, C. Patrick Collier, Stephen A. Sarles, and Garrett S. Rose, "Biomimetic, Soft-Material Synapse forNeuromorphic Computing: from Device to Network", 2018 IEEE Dallas Circuits and Systems Conference, Dallas, TX, Nov 2018.(Link)


• Ryan Weiss, Jospeh S. Najem, Md Sakib Hasan, Catherine D. Schuman, Alex Belianinov, C. Patrick Collier, Stephen A. Sarles and Garrett Rose, "A Soft-Matter Biomolecular Memristor Synapse for Neuromorphic Systems", 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS 2018), Cleveland, Ohio, Oct 2018.(Link)


• Md Sakib Hasan, Jospeh S. Najem, Ryan Weiss, Catherine D. Schuman, Alex Belianinov, C. Patrick Collier, Stephen A. Sarles and Garrett Rose, "Response of a Memristive Biomembrane and Demonstration of Potential Use in Online Learning", IEEE Nanotechnology Materials and Devices Conference (NMDC), Portland, OR, Oct 2018.(Link)


• Aysha S. Shanta, Md. Badruddoja Majumder, Md Sakib Hasan, Mesbah Uddin, and Garrett S. Rose, "Design of a Reconfigurable Chaos Gate with Enhanced Functionality Space in 65nm CMOS", 2018 61st Midwest Symposium on Circuits and Systems, Ontario, Canada, August 2018.(Link)


• M. B. Majumder, Md Sakib Hasan, M. Uddin and G. Rose, "Chaos Computing for Mitigating Side Channel Attack", 2018 IEEE International Symposium on Hardware Oriented Security and Trust (HOST), Washington DC, USA, May 2018.(Link)


• M. B. Majumder, Md Sakib Hasan, M. Uddin and G. Rose, "Hardware Demonstration of Mitiagating Power Analysis Attack Using Chaos Gates", Hardware Demonstration at IEEE Intl Symposium on Hardware Oriented Security and Trust (HOST), Washington DC, USA, May 2018.(Link)


• L. Ren, Md Sakib Hasan, S. K. Islam, A. E. Fathy, and R. A. Fathy, "UWB Baby and Sleep Apnea Monitor," IEEE International Symposium on Antennas and Propagation & USNC/URSI National Radio Science Meeting, pp. 721-722, Vancouver, BC, Jul 2015.(Link)


• I. Mahbub, Md Sakib Hasan, S.A. Pullano, F. Quaiyum, C.P. Stephens, S.K. Islam et al., "A Low Power Wireless Apnea Detection System Based on Pyroelectric Sensor," Biomedical Wireless Technologies, Networks, and Sensing Systems (BioWireleSS), 2015 IEEE Topical Conference, pp. 1-3, San Diego, CA, 2015.(Link)