[C19] Mehran Moghadam, Shelby Williams, Abu Masum, M. Hassan Najafi, Sercan Aygun. “Beyond Synthetic Randomness: Stochastic Computing via True Randomness”. 3rd Workshop on Unary Computing (WUC), March 2026.
[J2] Prosen Kirtonia, Shelby Williams, Sonia Akter, Kasem Khalil, and Magdy Bayoumi. “A Novel TSV Model with Fault Characterization for High-Frequency Transmission in 3D ICs”. In: IEEE Open Journal of Circuits and Systems I: Regular Papers, March 2026.
[C20] Prosen Kirtonia, Shelby Williams, Sonia Akter, Kasem Khalil, and Magdy Bayoumi. “Ultra-High-Frequency Transmission Analysis and Comparative Evaluation of Various TSV Geometries”, IEEE SoutheastCon, Feb. 2026
[J1] Shelby Williams, Sonia Akter, Kasem Khalil, and Magdy Bayoumi. “A Lightweight, High-Entropy Random Number Generator with Dynamic Entropy”. In: IEEE Open Journal of Circuits and Systems, June 2025.
[C18] Sonia Akter, Shelby Williams, Prosen Kirtonia, Kasem Khalil, and Magdy Bayoumi. “High-Entropy LFSR-Based Random Number Generator (RNG) for Hardware Security”. In: IEEE International System-on-Chip Conference (SOCC). Dubai, UAE, Sept. 2025.
[C17] Shelby Williams, Sonia Akter, Kasem Khalil, and Magdy Bayoumi. “High-Entropy LFSR-Based Random Number Generator (RNG) for Hardware Security”. In: 2025 IEEE 38th International Midwest Symposium on Circuits and Systems (MWSCAS). Lansing, Michigan, Aug. 2025.
[C16] Reeti Pradhananga, Shelby Williams, Sercan Aygun, Li Chen, Yazhou Tu, Whitney Crow, Sathyanarayanan Aakur and Nian-Feng Tzeng, Digital Twin-Aided Municipal Traffic Control, SUMO User Conference. Berlin, Germany, May 2025.
[C15] Mehran Shoushtari Moghadam, Shelby Williams, Sercan Aygun, and M. Hassan Najafi. “TRUE-BSG: A True Random Bit-Stream Generator for Fast and Efficient Stochastic Computing”. In: Proceedings of the IEEE International Symposium on Circuits and Systems (ISCAS). London, United Kingdom, May 2025.
[C14] Sonia Akter, Prosen Kirtonia, Shelby Williams, Kasem Khalil, and Magdy Bayoumi. “High-Entropy Metastable Jitter-Based True Random Number Generator (TRNG)”. In: 18th IEEE Dallas Circuits and Systems Conference (DCAS). Arlington, Texas, Apr. 2025.
[C13] Prosen Kirtonia, Shelby Williams, and Magdy Bayoumi. “An Energy-Efficient IF Spiking Neuron with Enhanced Spike Encoding Capability”. In: 18th IEEE Dallas Circuits and Systems Conference (DCAS). Arlington, Texas, Apr. 2025.
[C12] Shelby Williams, Prosen Kirtonia, Kasem Khalil, and Magdy Bayoumi. “A Novel Pentagonal Ring Oscillator as a True Random Number Generator”. In: 18th IEEE Dallas Circuits and Systems Conference (DCAS). Arlington, Texas, Apr. 2025.
[C11] Shelby Williams, Prosen Kirtonia, Kasem Khalil, and Magdy Bayoumi. “Optimization of Chirality Variation in Carbon Nanotube Field Effect Transistor Spiking Neurons”. In: Proceedings of the 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Hyderabad, India, Apr. 2025.
[C10] Prosen Kirtonia, Shelby Williams, Prasanna Kawatkar, and Magdy Bayoumi. “Modeling of Short and Aging Faults in TSVs at the Physical Level with Parametric Variation Analysis”. In: Proceedings of the 26th International Symposium on Quality Electronic Design (ISQED). San Francisco, California, Apr. 2025.
[C9] Prosen Kirtonia Shelby Williams, Kasem Khalil, and Magdy Bayoumi. “Chirality-Driven Analysis of CNFET 5T Spiking Neuron for Ultra-Low Energy Computing”. In: SoutheastCon 2025. Charlotte, North Carolina, Mar. 2025.
[C8] Shelby Williams, Prosen Kirtonia, Sonia Akter and Kasem Khalil, and Magdy Bayoumi. “Lightweight, High-Entropy TRNG Using Quad Cross-Coupled Feedback Architecture”. In: SoutheastCon 2025. Charlotte, North Carolina, Mar. 2025.
[C7] Shelby Williams, Prosen Kirtonia, Kasem Khalil, and Magdy Bayoumi. “Digital-Twin Architecture of a Spiking Neuron using Carbon Nanotube Field Effect Transistors”. In: Proceedings of the 43rd IEEE International Performance Computing and Communications Conference (IPCCC). Orlando, Florida, Nov. 2024. - Link
[C6] Prasanna Kawatkar, Shelby Williams, Prosen Kirtonia, Kasem Khalil, and Magdy Bayoumi. “A Novel Full Swing Re-Configurable Spiking Neuron (FSR-SN)”. In: Proceedings of the 31st IEEE International Conference on Electronics Circuits and Systems (ICECS). Paris, France, Nov. 2024. - Link
[C5] Sonia Akter, Shelby Williams, Kasem Khalil, and Magdy Bayoumi. “A Hybrid Random Number Generator Based on MetaStability-Ring Oscillator Linear Feedback Shift Registers (MSRO- LFSR)”. In: 2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS). Springfield, Massachusetts, Aug. 2024, pp. 1135–1139. doi: 10.1109/MWSCAS60917.2024.10658701. - Link
[C4] Prosen Kirtonia, Shelby Williams, and Magdy Bayoumi. “Jitter-Based True Random Number Generator with Dynamic Selection Bit Reconfiguration”. In: 2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS). Springfield, Massachusetts, Aug. 2024, pp. 162–166. doi: 10.1109/MWSCAS60917.2024.10658823.
[C3] Shelby Williams, Kasem Khalil, and Magdy Bayoumi. “Penta-Transistor Integrate & Fire (PTIF) Spiking Neuron with an Ultra-Low Energy Consumption of 0.045 fJ per Spike”. In: 2024 IEEE 67th International Midwest Symposium on Circuits and Systems (MWSCAS). Springfield, Massachusetts, Aug. 2024, pp. 1060–1064. doi: 10.1109/MWSCAS60917.2024.10658774. - Link
[C2] Shelby Williams, Kasem Khalil, and Magdy Bayoumi. “A Novel 0.04 pJ/bit Dynamic TRNG using Bit Reconfigurable Ring Oscillators”. In: SoutheastCon 2024. Atlanta, Georgia, Mar. 2024, pp. 1546–1552. doi: 10.1109/SoutheastCon52093.2024.10500289. - Link
[C1] Fudong Lin, Summer Crawford, Kaleb Guillot, Yihe Zhang, Yan Chen, Xu Yuan, Li Chen, Shelby Williams, Robert Minvielle, Xiangming Xiao, Drew Gholson, Nicolas Ashwell, Tri Setiyono, Brenda Tubana, Lu Peng, Magdy Bayoumi, and Nian-Feng Tzeng. “MMST-ViT: Climate Change-aware Crop Yield Prediction via Multi-Modal Spatial-Temporal Vision Transformer”. In: 2023 IEEE/CVF International Conference on Computer Vision (ICCV). Oct. 2023, pp. 5751–5761. doi: 10.1109/ICCV51070.2023.00531. - Link