“…Stable RS performance can be observed on RRAM devices with RS layers fabricated from metal oxides (MO) such as aluminum oxide (AlO x ), nickel oxide (NiO), hafnium oxide (HfO x ), and gallium oxide (GaO x ). − In addition, excellent RS performance are also investigated in biological materials (silk protein and albumen), polymer materials (polydiacetylene and polyvinyl alcohol), and two-dimensional materials (graphene oxide and molybdenum disulfide). ,− Apart from materials used in RRAM devices, the fabrication methods also play vital roles in the study of the device performance. Traditional methods like atomic layer deposition (ALD) and sputtering can deposit thin-film RS layers with stable performance, while emerging methods such as the solution-processed (SP) methods with spin-coating or drop-casting processes can further improve the performance of RRAM devices with higher fabrication efficiency. ,,, Compared with conventional fabrication methods of RS thin films, emerging methods represented by the SP methods have demonstrated their positive characteristics, such as low fabrication cost with the elimination of vacuum deposition processes, easy acquisition of precursor materials, and high-efficiency throughput of devices. − For now, more and more evidence has supported that the electronic devices, including the two-terminal and three-terminal devices, fabricated by SP techniques, revealed great potential in the field of artificial synapse. , Apart from the advantages mentioned above, the application of SP methods is effective to protect functional materials and flexible devices from the destruction caused by high temperatures during the fabrication and measurement process, which indicates the benefits for investigations of the high-performance brain-computer interfaces and wearable electronics. , Among several main SP techniques, drop-casting, dip-coating, and spin-coating have been commonly used to fabricate uniform thin films in the research of memristors. , The printing techniques like inkjet printing, screen printing, and aerosol jet printing have been accepted in the process of patterned recognition due to their superiority such as lower materials consumption, higher cost-effective fabrication process, and eco-friendly prospect. , …”