标题/作者	年份
Efficient and self-adaptive in-situ learning in multilayer memristor neural networks C Li, D Belkin, Y Li, P Yan, M Hu, N Ge, H Jiang, E Montgomery, P Lin, ... Nature communications 9 (1), 2385	2018
Parallel programming of an ionic floating-gate memory array for scalable neuromorphic computing EJ Fuller, ST Keene, A Melianas, Z Wang, S Agarwal, Y Li, Y Tuchman, ... Science 364 (6440), 570-574	2019
Power-efficient combinatorial optimization using intrinsic noise in memristor Hopfield neural networks F Cai, S Kumar, T Van Vaerenbergh, X Sheng, R Liu, C Li, Z Liu, M Foltin, ... Nature Electronics 3 (7), 409-418	2020
Analog architectures for neural network acceleration based on non-volatile memory TP Xiao, CH Bennett, B Feinberg, S Agarwal, MJ Marinella Applied Physics Reviews 7 (3)	2020
Brain-inspired computing needs a master plan A Mehonic, AJ Kenyon Nature 604 (7905), 255-260	2022
In‐Memory Vector‐Matrix Multiplication in Monolithic Complementary Metal–Oxide–Semiconductor‐Memristor Integrated Circuits: Design Choices, Challenges, and Perspectives A Amirsoleimani, F Alibart, V Yon, J Xu, MR Pazhouhandeh, S Ecoffey, ... Advanced Intelligent Systems 2 (11), 2000115	2020
Signal and noise extraction from analog memory elements for neuromorphic computing N Gong, T Idé, S Kim, I Boybat, A Sebastian, V Narayanan, T Ando Nature communications 9 (1), 2102	2018
Mixed-precision deep learning based on computational memory SR Nandakumar, M Le Gallo, C Piveteau, V Joshi, G Mariani, I Boybat, ... Frontiers in neuroscience 14, 406	2020
Hafnia-based double-layer ferroelectric tunnel junctions as artificial synapses for neuromorphic computing B Max, M Hoffmann, H Mulaosmanovic, S Slesazeck, T Mikolajick ACS Applied Electronic Materials 2 (12), 4023-4033	2020
Filament‐free bulk resistive memory enables deterministic analogue switching Y Li, EJ Fuller, JD Sugar, S Yoo, DS Ashby, CH Bennett, RD Horton, ... Advanced Materials 32 (45), 2003984	2020
Low-voltage, cmos-free synaptic memory based on li x tio2 redox transistors Y Li, EJ Fuller, S Asapu, S Agarwal, T Kurita, JJ Yang, AA Talin ACS applied materials & interfaces 11 (42), 38982-38992	2019
Panther: A programmable architecture for neural network training harnessing energy-efficient reram A Ankit, I El Hajj, SR Chalamalasetti, S Agarwal, M Marinella, M Foltin, ... IEEE Transactions on Computers 69 (8), 1128-1142	2020
Low‐conductance and multilevel CMOS‐integrated nanoscale oxide memristors X Sheng, CE Graves, S Kumar, X Li, B Buchanan, L Zheng, S Lam, C Li, ... Advanced electronic materials 5 (9), 1800876	2019
Prospects and applications of photonic neural networks C Huang, VJ Sorger, M Miscuglio, M Al-Qadasi, A Mukherjee, L Lampe, ... Advances in Physics: X 7 (1), 1981155	2022
Resistive crossbars as approximate hardware building blocks for machine learning: Opportunities and challenges I Chakraborty, M Ali, A Ankit, S Jain, S Roy, S Sridharan, A Agrawal, ... Proceedings of the IEEE 108 (12), 2276-2310	2020
Energy-efficient time-domain vector-by-matrix multiplier for neurocomputing and beyond M Bavandpour, MR Mahmoodi, DB Strukov IEEE Transactions on Circuits and Systems II: Express Briefs 66 (9), 1512-1516	2019
Multi-gate memristive synapses realized with the lateral heterostructure of 2D WSe 2 and WO 3 HK He, R Yang, HM Huang, FF Yang, YZ Wu, J Shaibo, X Guo Nanoscale 12 (1), 380-387	2020
AI hardware acceleration with analog memory: Microarchitectures for low energy at high speed HY Chang, P Narayanan, SC Lewis, NCP Farinha, K Hosokawa, ... IBM Journal of Research and Development 63 (6), 8: 1-8: 14	2019
Electrochemical and chemical insertion for energy transformation and switching Y Li, WC Chueh Annual Review of Materials Research 48, 137-165	2018
Mixed-signal neuromorphic inference accelerators: Recent results and future prospects M Bavandpour, MR Mahmoodi, H Nili, FM Bayat, M Prezioso, A Vincent, ... 2018 IEEE International Electron Devices Meeting (IEDM), 20.4. 1-20.4. 4	2018

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