Lead-free layered halide double perovskites with aromatic organic cations for resistive switching memories and artificial synapses

Mubashir Mushtaq Ganaie, Mahdi Mohammadi, Michalis Loizos, Konstantinos Rogdakis, Rashid M. Ansari, Gianluca Bravetti, Maryam Ghasemi, Mohammad Reza Golobostanfard, Kishan Kumar, Shahab Ahmad, Satyajit Sahu, Emmanuel Kymakis, Wolfgang Tress, Jovana V. Milić and Mahesh Kumar

Mater. Horiz., 2026
DOI: 10.1039/D5MH02220G

A tunable ion relaxation process of a thermoelectric system for adjustable memory of thermal perception

Wenjin Wang, Zhiwu Chen, Xun Wu, Xinlei Li, Mingqi Zhao, Antong Ma and Yapei Wang

Nanoscale, 2025, 17, 18900
DOI: 10.1039/D5NR01895A

2D MoTe2 memristors for energy-efficient artificial synapses and neuromorphic applications

Rajwali Khan, Naveed Ur Rehman, Sujith Kalluri, Sundaravadivel Elumalai, Appukuttan Saritha, Muhammad Fakhar-e-alam, Muhammad Ikram, Sherzod Abdullaev, Nasir Rahman and Sambasivam Sangaraju

Nanoscale, 2025, 17, 13174
DOI: 10.1039/D5NR01509J

Advances in Ga2O3-based memristor devices, modeling, properties, and applications for low power neuromorphic computing

Rajwali Khan, Naveed Ur Rehman, R. Thangappan, Appukuttan Saritha and Sambasivam Sangaraju

Nanoscale, 2025, 17, 11152
DOI: 10.1039/D4NR04865B

Leveraging volatile memristors in neuromorphic computing: from materials to system implementation

Taehwan Moon, Keunho Soh, Jong Sung Kim, Ji Eun Kim, Suk Yeop Chun, Kyungjune Cho, J. Joshua Yang and Jung Ho Yoon

Mater. Horiz., 2024, 11, 4840
DOI: 10.1039/D4MH00675E

A pectin-based artificial nociceptor enabling actual tactile perception

Linqing Zhou, Junqing Wei, Zewen Li, Kuibo Lan, Guoxuan Qin, Fang Wang and Kailiang Zhang

J. Mater. Chem. C, 2024, 12, 19586
DOI: 10.1039/D4TC03877K

A high-dimensional in-sensor reservoir computing system with optoelectronic memristors for high-performance neuromorphic machine vision

Yoon Ho Jang, Joon-Kyu Han, Sangik Moon, Sung Keun Shim, Janguk Han, Sunwoo Cheong, Soo Hyung Lee and Cheol Seong Hwang

Mater. Horiz., 2024, 11, 499
DOI: 10.1039/D3MH01584J

Stretchable hierarchical metal wire networks for neuromorphic emulation of nociception and anti-nociception

Bhupesh Yadav, Indrajit Mondal, Manpreet Kaur, Vidhyadhiraja N. S. and Giridhar U. Kulkarni

Mater. Horiz., 2025, 12, 531
DOI: 10.1039/D4MH01208A

Smart materials for flexible electronics and devices: hydrogel

Taposhree Dutta, Pavan Chaturvedi, Ignacio Llamas-Garro, Jesús Salvador Velázquez-González, Rakesh Dubey and Satyendra Kumar Mishra

RSC Adv., 2024, 14, 12984
DOI: 10.1039/D4RA01168F

Cobalt-doped zinc oxide based memristors with nociceptor characteristics for bio-inspired technology

Naveed Ur Rehman, Aziz Ullah, Muhammad Adil Mahmood, Nasir Rahman, Mohammad Sohail, Shahid Iqbal, Nizomiddin Juraev, Khaled Althubeiti, Sattam Al Otaibi and Rajwali Khan

RSC Adv., 2024, 14, 11797
DOI: 10.1039/D4RA01250J

A zinc oxide-based threshold switching memristor for simulating synaptic plasticity and artificial nociceptor

Li Xiaoqi, Jiang Jianbo, Liu Guangyu, Zhou Bao and Zhao Enming

J Mater Sci: Mater Electron, 2024, 35
DOI: 10.1007/s10854-024-13373-y

A diffusive memristor with two dimensional ZrCl2

Tian-han Wang, Qi Pei, Bao-yi Chen, Bing-qian Zhang, Ming-yue Wang, Tai-wen Li, Rong-nan Guo, Zhi-hua Yuan and Dong Wang

Journal of Alloys and Compounds, 2025, 1010, 177366
DOI: 10.1016/j.jallcom.2024.177366

BDAPbI4 Dion Jacobson hybrid perovskite-based artificial nociceptors on biodegradable substrate

Manish Khemnani, Parth Thakkar, Aziz Lokhandvala, Bhawana Andola, Brijesh Tripathi, Yogesh Kumar Srivastava, Amar Srivastava and Ankur Solanki

Sensors and Actuators A: Physical, 2024, 373, 115382
DOI: 10.1016/j.sna.2024.115382

Memristors Enabling Biomimetic Pain Perception Based on Pure VO2 Nanoplates Synthesized via Annealing of VSe2 Nanoplates

Wen Huang, Peng Wan, Zucheng Zhang, Kun He, Wenjing Xie, Xin Li, Jianteng Liu, Jingmei Tang, Qiuyin Qin, Zimei Zhang, Ruixia Wu, Bo Li, Biao Qin, Jia Li and Xidong Duan

ACS Appl. Electron. Mater., 2025, 7, 9534
DOI: 10.1021/acsaelm.5c01725

On-receptor computing utilizing vertical-structured cost-effective memristor

Dongyeol Ju, Subaek Lee, Jungwoo Lee and Sungjun Kim

Journal of Alloys and Compounds, 2024, 998, 174926
DOI: 10.1016/j.jallcom.2024.174926

An Artificial LiSiOx Nociceptor with Neural Blockade and Self-Protection Abilities

Zewen Li, Xin Lin, Junqing Wei, Xin Shan, Zeyu Wu, Yu Luo, Yuchan Wang, Yulin Feng, Tianling Ren, Zhitang Song, Fang Wang and Kailiang Zhang

ACS Appl. Mater. Interfaces, 2024, 16, 19205
DOI: 10.1021/acsami.4c01406

Dual-doped ZnO-based magnetic semiconductor resistive switching response for memristor-based technologies

Naveed Ur Rehman, Rajwali Khan, Nasir Rahman, Iftikhar Ahmad, Aziz Ullah, Mohammad Sohail, Shahid Iqbal, Khaled Althubeiti, Sattam Al Otaibi, Nizomiddin Juraev, Akif Safeen and Ziaur Rehman

J Mater Sci: Mater Electron, 2024, 35
DOI: 10.1007/s10854-024-13318-5

Tailoring broadband near-infrared response in doped zinc oxide

Muhammad Aamir Iqbal, Siti Sarah Maidin, HassabAlla M.A. Mahmoud, Iván D. Arellano-Ramírez, Rey Y. Capangpangan and Wen-Cheng Lai

Inorganic Chemistry Communications, 2026, 183, 115800
DOI: 10.1016/j.inoche.2025.115800

An Implantable System Design Based on Neuromorphic Memristor for Post-Craniotomy Intracranial Pressure Monitoring

Teng Wu, Kun Wang, Bai Sun, Zelin Cao, Junxiang Gu, Meirou Liang, Yifan Le, Fan Li, Jian Wang, Yifan Xiao, Mengna Wang, Longhui Fu, Kaikai Gao, Haoyuan Wang, Hui Ma, Xincheng Du, Jiajun Liu, Jianqiang Qu, Chang Liu, Guangdong Zhou, Jinyou Shao and Xianxia Yan

ACS Appl. Mater. Interfaces, 2025, 17, 57284
DOI: 10.1021/acsami.5c14010

Dynamic resistive switching of WOx-based memristor for associative learning activities, on-receptor, and reservoir computing

Minseo Noh, Hyogeun Park and Sungjun Kim

Chaos, Solitons & Fractals, 2025, 196, 116381
DOI: 10.1016/j.chaos.2025.116381

Charge transport and ferromagnetic interactions in Ti double-doped ZnO nanorods for spin electronic applications

Rajwali Khan, Khaled Althubeiti, Sattam Al Otaibi, Sherzod Abdullaev, Ayaz Ali, Nasir Rahman, Akif Safeen and Shahid Iqbal

J. Saudi Chem. Soc., 2025, 29
DOI: 10.1007/s44442-025-00006-0

High-stability resistive switching memristor with high-retention memory window response for brain-inspired computing

Rajwali Khan, Shahid Iqbal, Kwun Nam Hui, Ejaz Ahmad Khera, Sujith Kalluri, Mukhlisa Soliyeva and Sambasivam Sangaraju

Sensors and Actuators A: Physical, 2025, 385, 116316
DOI: 10.1016/j.sna.2025.116316

Defect engineering in sulfur-doped two-dimensional SnSe for enhanced memristive performance

Qi Pei, Zhi-hua Yuan, Bing-qian Zhang, Bao-yi Chen, Yang Wang, Shuai-nan Wang, Rong-nan Guo and Dong Wang

Journal of Alloys and Compounds, 2026, 1057, 186700
DOI: 10.1016/j.jallcom.2026.186700

Surface-modified TiO2 nanorods using oxygen plasma for optical synaptic performance and neuromorphic computing applications

Antony Sharon, Subin P S, Arun G, M K Jayaraj and Aldrin Antony

Surfaces and Interfaces, 2025, 64, 106357
DOI: 10.1016/j.surfin.2025.106357

Memristor‐Based Bionic Tactile Devices: Opening the Door for Next‐Generation Artificial Intelligence

Chuan Yang, Hongyan Wang, Zelin Cao, Xiaoliang Chen, Guangdong Zhou, Hongbin Zhao, Zhenhua Wu, Yong Zhao and Bai Sun

Small, 2024, 20
DOI: 10.1002/smll.202308918

Towards on-receptor computing: Electronic nociceptor embedded neuromorphic functionalities at nanoscale

Rupam Mandal, Aparajita Mandal and Tapobrata Som

Applied Materials Today, 2024, 37, 102103
DOI: 10.1016/j.apmt.2024.102103

Investigating the Antibacterial and Anti-inflammatory Potential of Polyol-Synthesized Silver Nanoparticles

Ibrar Ahmad, Muhammad Nadeem Khan, Khizar Hayat, Tanveer Ahmad, Dilawar Farhan Shams, Waliullah Khan, Vineet Tirth, Gauhar Rehman, Wazir Muhammad, Muawya Elhadi, Afraa Alotaibi and Said Karim Shah

ACS Omega, 2024
DOI: 10.1021/acsomega.3c09851

A Cu-doped SiO2 memristive nociceptor utilized for sport monitoring via surface electromyography

Bo Zhang, Xinmou Ning, Guangyu Wen, Xu Zhao, Janicek Petr, Stanislav Slang and Tomas Wagner

Applied Surface Science, 2026, 716, 164625
DOI: 10.1016/j.apsusc.2025.164625

A comparison of electrical characteristics of the Au/n-Si Schottky diodes with (ZnCdS:GO(1:1) and (ZnCdS:GO(1:0.5) doped PVP interlayer using current–voltage (I–V) and impedance–voltage (Z–V) measurements

Ç. Ş. Güçlü, E. Erbilen Tanrıkulu, A. Dere, Ş. Altındal and Y. Azizian-Kalandaragh

J Mater Sci: Mater Electron, 2023, 34
DOI: 10.1007/s10854-023-11302-z

Advancements in Soft Robotics: A Comprehensive Review on Actuation Methods, Materials, and Applications

Yanmei Wang, Yanen Wang, Ray Tahir Mushtaq and Qinghua Wei

Polymers, 2024, 16, 1087
DOI: 10.3390/polym16081087

Multi-Layer PVA-PANI Conductive Hydrogel for Symmetrical Supercapacitors: Preparation and Characterization

Angelica Giovagnoli, Giada D’Altri, Lamyea Yeasmin, Valentina Di Matteo, Stefano Scurti, Maria Francesca Di Filippo, Isacco Gualandi, Maria Cristina Cassani, Daniele Caretti, Silvia Panzavolta, Maria Letizia Focarete, Mariangela Rea and Barbara Ballarin

Gels, 2024, 10, 458
DOI: 10.3390/gels10070458

Starch–Glycerol-Based Hydrogel Memristors for Bio-Inspired Auditory Neuron Applications

Jiachu Xie, Yuehang Ju, Zhenwei Zhang, Dianzhong Wen and Lu Wang

Gels, 2025, 11, 423
DOI: 10.3390/gels11060423

Facile synthesis of Co/Fe doped ZnO with enhanced photocatalytic activity against dyes and antibiotics

Pragya Saxena and Pooja Agarwal

Journal of the Indian Chemical Society, 2025, 102, 102243
DOI: 10.1016/j.jics.2025.102243

Defect-engineered spintronic functionality via F-center exchange in quantum-confined ZnO/CuO heterostructures

Mohammad Shahnawaze Ansari, Mohammad Omaish Ansari, Sana Ansari, Mohamed Sh. Abdel-wahab and Sajid Ali Ansari

Ceramics International, 2025, 51, 65333
DOI: 10.1016/j.ceramint.2025.11.134

Reliable Resistive Switching and Multifunctional Synaptic Behavior in ZnO/NiO Nanocomposite Based Memristors for Neuromorphic Computing

Rajwali Khan, Fazal Raziq, Iftikhar Ahmad, Siddhartha Ghosh, Soorathep Kheawhom and Sambasivam Sangaraju

ACS Appl. Electron. Mater., 2025, 7, 73
DOI: 10.1021/acsaelm.4c01506

TiN/TiOx/WOx/Pt heterojunction memristor for sensory and neuromorphic computing

Dongyeol Ju, Jungwoo Lee, Hyojin So and Sungjun Kim

Journal of Alloys and Compounds, 2024, 1004, 175830
DOI: 10.1016/j.jallcom.2024.175830

Halide Perovskites‐Based Diffusive Memristors for Artificial Mechano‐Nociceptive System

In Hyuk Im, Ji Hyun Baek, Seung Ju Kim, Jaehyun Kim, Sung Hyuk Park, Jae Young Kim, J. Joshua Yang and Ho Won Jang

Advanced Materials, 2024, 36
DOI: 10.1002/adma.202307334

ZnO/B-g-C3N4 Nanoplatelet/Nanosheet Heterostructures for the Electrochemical Detection of Metol in Real Sample Analysis

Ravikumar Murugan, Kuo-Yuan Hwa, Aravindan Santhan and Suriani Ibrahim

ACS Appl. Nano Mater., 2024, 7, 2072
DOI: 10.1021/acsanm.3c05333

Nonlinear and linear conductance modulation and synaptic plasticity in stable tin-zinc oxide based-memristor for neuro-inspired computing

Rajwali Khan, Shahid Iqbal, Fazal Raziq, Pardha Saradhi Maram, Sabyasachi Chakrabortty and Sambasivam Sangaraju

Materials Science in Semiconductor Processing, 2025, 186, 109111
DOI: 10.1016/j.mssp.2024.109111

Metal-Oxide Heterojunction: From Material Process to Neuromorphic Applications

Yu Diao, Yaoxuan Zhang, Yanran Li and Jie Jiang

Sensors, 2023, 23, 9779
DOI: 10.3390/s23249779

Memristor-Based Artificial Chips

Bai Sun, Yuanzheng Chen, Guangdong Zhou, Zelin Cao, Chuan Yang, Junmei Du, Xiaoliang Chen and Jinyou Shao

ACS Nano, 2024, 18, 14
DOI: 10.1021/acsnano.3c07384

Resistive Switching Properties in Memristors for Optoelectronic Synaptic Memristors: Deposition Techniques, Key Performance Parameters, and Applications

Rajwali Khan, Naveed Ur Rehman, Shahid Iqbal, Sherzod Abdullaev and Haila M. Aldosari

ACS Appl. Electron. Mater., 2024, 6, 73
DOI: 10.1021/acsaelm.3c01323

On-receptor computing utilizing ZnO-based flexible memristor for wearable electronics

Dilruba Hasina and Devajyoti Mukherjee

Applied Materials Today, 2025, 44, 102664
DOI: 10.1016/j.apmt.2025.102664

High-temperature thermoelectric performance of spinel MgGa2O4 through a first-principles and Boltzmann transport study

Zahid Ullah, Rajwali Khan, Muhammad Amir Khan, Sattam Al Otaibi, Khaled Althubeiti and Sherzod Abdullaev

Computational Materials Science, 2025, 259, 114163
DOI: 10.1016/j.commatsci.2025.114163

Smart multifunctional memory devices capable of sensing: The role of responsive materials in advancing nonvolatile memories

Bashayr Alqahtani, Dhananjay Kumbhar, Abdul Momin Syed, M.D. Hasan Raza Ansari, Hanrui Li, Kevin Dominguez, Pratibha Pal, Malak Albagami, Dayanand Kumar, Abril Alvarado and Nazek El-Atab

Materials Today, 2025, 90, 563
DOI: 10.1016/j.mattod.2025.08.032

Artificial SiNz:H Synapse Crossbar Arrays with Gradual Conductive Pathway for High-Accuracy Neuromorphic Computing

Tong Chen, Zhongyuan Ma, Hongsheng Hu, Yang Yang, Chengfeng Zhou, Furao Shen, Haitao Xu, Jun Xu, Ling Xu, Wei Li and Kunji Chen

Nanomaterials, 2023, 13, 2362
DOI: 10.3390/nano13162362

HfAlOx-based ferroelectric memristor for nociceptor and synapse functions

Dongyeol Ju, Yongjin Park, Minseo Noh, Minsuk Koo and Sungjun Kim

The Journal of Chemical Physics, 2024, 161
DOI: 10.1063/5.0224896

Room-temperature co-existence of pseudo-relaxor ferroelectricity and ferromagnetism in Co-doped TiO2: Toward multiferroicity

Qingrui Jin, Nuan Wen, Xingbin Zhang, Chenchen Liu, Yi Huang, Limin Chen and Guojing Wang

Ceramics International, 2026, 52, 8200
DOI: 10.1016/j.ceramint.2025.12.435

Doping induced enhancement of resistive switching responses in ZnO for neuromorphic computing

Naveed Ur Rahman, Muhammad Adil Mahmood, Nasir Rahman, Mohammad Sohail, Shahid Iqbal, Mukhlisa Soliyeva, Bandar Ali Al-Asbahi and Rajwali Khan

J Mater Sci: Mater Electron, 2024, 35
DOI: 10.1007/s10854-024-12415-9

Artificial Electric Synapse of CuI-Based Memristor for Neuromorphic Emotion Recognition and Neural Networks

Hao Sun, Tengwei Huang, Xiang Zhang, Fengxia Yang, Xiaofei Dong, Jianbiao Chen, Xuqiang Zhang, Jiangtao Chen, Yun Zhao and Yan Li

J. Phys. Chem. Lett., 2025, 16, 8014
DOI: 10.1021/acs.jpclett.5c02109