Review of memristor based neuromorphic computation: opportunities, challenges and applications

Shekinah Archita S and Ravi V

Eng. Res. Express, 2024, 6, 032203
DOI: 10.1088/2631-8695/ad6662

Self‐Rectifying Dynamic Memristor Circuits for Periodic LIF Refractory Period Emulation and TTFS/Rate Signal Encoding

Song‐Xian You, Sheng‐Jie Hong, Kuan‐Ting Chen, Li‐Chung Shih and Jen‐Sue Chen

Small, 2025, 21
DOI: 10.1002/smll.202408233

Revolutionizing neuromorphic computing with memristor-based artificial neurons

Yanning Chen, Guobin Zhang, Fang Liu, Bo Wu, Yongfeng Deng, Dawei Gao and Yishu Zhang

J. Semicond., 2025, 46, 061301
DOI: 10.1088/1674-4926/24110006

Calibration of P-bit for aligned stochastic outputs in probabilistic computing

Keunho Soh, Ji Eun Kim, Suk Yeop Chun and Jung Ho Yoon

Materials Science and Engineering: B, 2025, 317, 118146
DOI: 10.1016/j.mseb.2025.118146

High-Performance Flexible Memristor Based on Electrospun Borophene-PVA Hybrid Nanofibers for Nonvolatile Memory Applications

Nishat Kumar Das and Sushmee Badhulika

ACS Appl. Electron. Mater., 2025, 7, 5832
DOI: 10.1021/acsaelm.5c00208

Material-Specific Diffusion Barrier Performance of Al2O3 for p-Type and n-Type Oxide Semiconductors in Oxide-Based CMOS Applications

Yuxuan Zhang, Dong Hun Lee, Honghwi Park, Sung-Jin Chang, Jinwook Baek, Byung-Hyuk Jun, Jeongmin Park, Dohyeon Kim, Han Wook Song, Dong-Kyun Ko, Hongsik Park, Chung Soo Kim and Sunghwan Lee

ACS Appl. Mater. Interfaces, 2025, 17, 40810
DOI: 10.1021/acsami.5c09392

Aromaticity‐Dependent Memristive Switching

Ewelina Cechosz, Lulu Alluhaibi, Tomasz Mazur, Andrzej Sławek, Nanjan Pandurangan and Konrad Szaciłowski

Adv Elect Materials, 2025, 11
DOI: 10.1002/aelm.202400654

A Multimodal Humidity Adaptive Optical Neuron Based on a MoWS2/VOx Heterojunction for Vision and Respiratory Functions

Abdul Momin Syed, Dhananjay D. Kumbhar, Hanrui Li, Manoj Kumar Rajbhar, Dayanand Kumar, Pratibha Pal, Nimer Wehbe, Mohamed ben Hassine and Nazek El‐Atab

Advanced Materials, 2025, 37
DOI: 10.1002/adma.202417793

Impedance Spectroscopy of Memristive Structures Based on Hafnium Oxide

M. N. Martyshov, I. D. Kuchumov, B. S. Shvetsov, D. M. Zhigunov, A. S. Ilyin, P. A. Forsh and P. K. Kashkarov

Nanotechnol Russia, 2025, 20, 88
DOI: 10.1134/S2635167624602699

Ni3C nanosheets and PVA nanocomposite based memristor for low-cost and flexible non-volatile memory devices

Geethasree Koncha, Nishat Kumar Das and Sushmee Badhulika

Materials Science in Semiconductor Processing, 2024, 184, 108804
DOI: 10.1016/j.mssp.2024.108804