2024
Pan, L., Zuo, P., Luo, Y., Sun, Z. & Huang, R. BlockAMC: Scalable In-Memory Analog Matrix Computing for Solving Linear Systems. DATE (2024). Link
Luo, Y., Zuo, P., Wang, S., Sun, Z. & Huang, R. Smaller, Faster, Lower-Power Analog RRAM Matrix Computing Circuits Without Performance Compromise. Sci. China. Inf. Sci. (2024). Link
2023
Wang, S., Luo, Y., Zuo, P., Pan, L., Li, Y. & Sun, Z. In-memory analog solution of compressed sensing recovery in one step. Sci. Adv. (2023). Link
Sun, Z., Kvatinsky, S., Si, X., Mehonic, A., Cai, Y. & Huang, R. A full spectrum of computing-in-memory technologies. Nat. Electron. (2023). Link
Mannocci, P., Farronato, M., Lepri, N., Cattaneo, L., Glukhov, A., Sun, Z. & Ielmini, D. In-memory computing with emerging memory devices: Status and outlook. APL Mach. Learn. (2023). Link
Zuo, P., Sun, Z. & Huang, R. Extremely-Fast, Energy-Efficient Massive MIMO Precoding with Analog RRAM Matrix Computing. IEEE Trans. Circuits Syst. II, Exp. Brief (2023). Link
Tan, H., Sun, Z. & Zhu, X. Neuro-inspired Sensing and Computing: Novel Materials, Devices, and Systems. Front. Comput. Neurosci. (2023). Link
2022
Luo, Y., Wang, S., Zuo, P., Sun, Z. & Huang, R. Modeling and Mitigating the Interconnect Resistance Issue in Analog RRAM Matrix Computing Circuits. IEEE Trans. Circuits Syst. I: Regul. Pap. (2022). Link
Sun, Z. & Ielmini, D. Invited Tutorial: Analog Matrix Computing with Crosspoint Resistive Memory Arrays. IEEE Trans. Circuits Syst. II, Exp. Brief (2022). Link
Sun, Z. Analog Matrix Computing with Resistive Memory: Circuits and Theory. VLSI-TSA (2022). Link
2021
Wang, S., Sun, Z., Liu, Y., Bao, S., Cai, Y., Ielmini, D. & Huang, R. Optimization Schemes for In-Memory Linear Regression Circuit With Memristor Arrays. IEEE Trans. Circuits Syst. I: Regul. Pap. (2021). Link
Mannocci, P., Pedretti, G., Giannone, E., Melacarne, E., Sun, Z. & Ielmini, D. A Universal, Analog, In-Memory Computing Primitive for Linear Algebra Using Memristors. IEEE Trans. Circuits Syst. I: Regul. Pap. (2021). Link
Pedretti, G., Mannocci, P., Li, C., Sun, Z., Strachan, J. P. & Ielmini, D. Redundancy and Analog Slicing for Precise in-Memory Machine Learning--Part II: Applications and Benchmark. IEEE Transactions on Electron Devices (2021). Link
Pedretti, G., Mannocci, P., Li, C., Sun, Z., Strachan, J. P. & Ielmini, D. Redundancy and Analog Slicing for Precise in-Memory Machine Learning--Part I: Programming Techniques. IEEE Transactions on Electron Devices (2021). Link
Li, H., Wang, S., Zhang, X., Wang, W., Yang, R., Sun, Z., Feng, W., Lin, P., Wang, Z., Sun, L. & Yao, Y. Memristive Crossbar Arrays for Storage and Computing Applications. Advanced Intelligent Systems (2021). Link
Sun, Z. & Huang, R. Time Complexity of In Memory Matrix-Vector Multiplication. IEEE Trans. Circuits Syst. II, Exp. Brief (2021). Link
2020
Ielmini, D., Pedretti, G., Mannocci, P. & Sun, Z. Regression and Optimization by Analogue In-memory Computing in Crosspoint Arrays. ECS Meeting Abstracts (2020). Link
Sun, Z., Pedretti, G., Ambrosi, E., Bricalli, A. & Ielmini, D. In-Memory Eigenvector Computation in Time O(1). Advanced Intelligent Systems (2020). Link
Sun, Z., Ambrosi, E., Pedretti, G., Bricalli, A. & Ielmini, D. In-Memory PageRank Accelerator With a Cross-Point Array of Resistive Memories. IEEE Transactions on Electron Devices 67, 1466-1470 (2020). Link
Sun, Z., Pedretti, G., Ambrosi, E., Bricalli, A. & Ielmini, D. In-Memory PageRank Using a Crosspoint Array of Resistive Switching Memory (RRAM) Devices. 2020 2nd IEEE International Conference on Artificial Intelligence Circuits and Systems (AICAS) (2020). Link
Sun, Z., Pedretti, G., Bricalli, A. & Ielmini, D. One-step regression and classification with cross-point resistive memory arrays. Science Advances 6, eaay2378 (2020). Link
Sun, Z., et al. Time Complexity of In-Memory Solution of Linear Systems. IEEE Transactions on Electron Devices 67, 2945-2951 (2020). Link
2019
Sun, Z., Pedretti, G. & Ielmini, D. Fast Solution of Linear Systems with Analog Resistive Switching Memory (RRAM). 2019 IEEE International Conference on Rebooting Computing (ICRC) (2019). Link
Sun, Z., et al. In-memory solution of linear systems with crosspoint arrays without iterations. 2019 Device Research Conference (DRC) (2019). Link
Sun, Z., et al. Solving matrix equations in one step with cross-point resistive arrays. Proceedings of the National Academy of Sciences 116, 4123-4128 (2019). Link
Wang, W., et al. Surface diffusion-limited lifetime of silver and copper nanofilaments in resistive switching devices. Nature Communications 10, 81 (2019). Link
2018
Sun, Z., Ambrosi, E., Bricalli, A. & Ielmini, D. Logic Computing with Stateful Neural Networks of Resistive Switches. Advanced Materials 30, 1802554 (2018). Link
2017
Sun, Z., et al. Built-In-Homojunction-Dominated Intrinsically Rectifying-Resistive Switching in NiO Nanodots for Selection-Device-Free Memory Application. Advanced Electronic Materials 3, 1600361 (2017). Link
Zhao, D., et al. Magnetoresistance Behavior of Conducting Filaments in Resistive-Switching NiO with Different Resistance States. ACS Applied Materials & Interfaces 9, 10835-10846 (2017). Link
2016
Sun, Z., et al. Deterministic Role of Concentration Surplus of Cation Vacancy Over Anion Vacancy in Bipolar Memristive NiO. ACS Applied Materials & Interfaces 8, 11583-11591 (2016). Link
2015
Miao, P., et al. Ferroelectricity and Self-Polarization in Ultrathin Relaxor Ferroelectric Films. Scientific Reports 6, 19965 (2015). Link
2013
Jiang, X., et al. Characteristics of different types of filaments in resistive switching memories investigated by complex impedance spectroscopy. Applied Physics Letters 102, 253507 (2013). Link