Stochastic Data-driven Hardware Resilience to Efficiently Train Inference Models for Stochastic Hardware Implementations. - Bonan Zhang; Lung-Yen Chen; Naveen Verma (ICASSP, 2019)

A Practical Botnet Traffic Detection System Using GNN. - Bonan Zhang; Jingjin Li; Chao Chen 015; Kyungmi Lee; Ickjai Lee (CSS, 2021)

A Maximally Row-Parallel MRAM In-Memory-Computing Macro Addressing Readout Circuit Sensitivity and Area. - Peter Deaville; Bonan Zhang; Lung-Yen Chen; Naveen Verma (ESSDERC, 2021)

Neural Network Training With Stochastic Hardware Models and Software Abstractions. - Bonan Zhang; Lung-Yen Chen; Naveen Verma (IEEE Trans. Circuits Syst. I Regul. Pap., 2021)

Statistical computing framework and demonstration for in-memory computing systems. - Bonan Zhang; Peter Deaville; Naveen Verma (DAC, 2022)

A 22nm 128-kb MRAM Row/Column-Parallel In-Memory Computing Macro with Memory-Resistance Boosting and Multi-Column ADC Readout. - Peter Deaville; Bonan Zhang; Naveen Verma (VLSI Technology and Circuits, 2022)

A 256-kb Fully Row/Column-parallel 22nm MRAM In-Memory-Computing Macro with Differential Readout for Robust Parallelization and Scale-up. - Peter Deaville; Bonan Zhang; Naveen Verma (ESSCIRC, 2023)

Compute SNR-boosted 22 nm MRAM-based In-memory Computing Macro using Statistical Error Compensation. - Saion K. Roy; Han-Mo Ou; Mostafa Gamal Ahmed; Peter Deaville; Bonan Zhang; Naveen Verma; Pavan Kumar Hanumolu; Naresh R. Shanbhag (ESSCIRC, 2023)

Exploring the Vulnerability of ECG-Based Authentication Systems Through A Dictionary Attack Approach. - Bonan Zhang; Chao Chen 015; Ickjai Lee; Kyungmi Lee; Kok-Leong Ong (ICA3PP (6), 2024)

Reshape and Adapt for Output Quantization (RAOQ): Quantization-aware Training for In-memory Computing Systems. - Bonan Zhang; Chia-Yu Chen; Naveen Verma (ICML, 2024)

Clustering-based Evaluation Framework of Feature Extraction Approaches for ECG Biometric Authentication. - Bonan Zhang; Chao Chen 015; Ickjai Lee; Kyungmi Lee; Kok-Leong Ong (IJCNN, 2024)

A Fully Row/Column-Parallel In-Memory Computing Macro in Foundry MRAM With Differential Readout for Noise Rejection. - Peter Deaville; Bonan Zhang; Naveen Verma (IEEE J. Solid State Circuits, 2024)

A survey on security and privacy issues in wearable health monitoring devices. - Bonan Zhang; Chao Chen 015; Ickjai Lee; Kyungmi Lee; Kok-Leong Ong (Comput. Secur., 2025)

Cue RAG: Dynamic multi-output cue memory under H framework for retrieval-augmented generation. - Yuanshuang Fu; Dan Liu; Bonan Zhang; Zhuotong Jiang; Haibo Mei; Jiajin Guan (Neurocomputing, 2025)

A novel dictionary attack on ECG authentication system using adversarial optimization and clustering. - Bonan Zhang; Lin Li 066; Chao Chen 015; Ickjai Lee; Kyungmi Lee; Tianqing Zhu; Kok-Leong Ong (Knowl. Based Syst., 2025)

Compute SNDR-Boosted 22-nm MRAM-Based In-Memory Computing Macro Using Statistical Error Compensation. - Saion K. Roy; Han-Mo Ou; Mostafa Gamal Ahmed; Peter Deaville; Bonan Zhang; Naveen Verma; Pavan Kumar Hanumolu; Naresh R. Shanbhag (IEEE J. Solid State Circuits, 2025)

A Fully Row/Column-Parallel MRAM in-Memory Computing Macro With Memory-Resistance Boosting and Weighted Multi-Column ADC Readout. - Peter Deaville; Bonan Zhang; Naveen Verma (IEEE J. Solid State Circuits, 2025)