Electronic devices based on biological materials have shown great application potential in many fields, so they have become a hot topic of research. In this paper, biomaterial soybean and one-dimensional nanomaterial multiwalled carbon nanotubes (MWCNTs) were mixed as the active layer to fabricate Al/soybean MWCNT/ITO/glass memristor devices. The device shows a bipolar resistive switching characteristic, and the retention time exceeds 104 s. By adjusting the concentration of MWCNTs, the ON/OFF current ratio can be modulated in the range of 1–104, and the endurance of the device is enhanced by increasing the MWCNT concentration. By changing the compliance current, the device can realize multilevel storage and improve the storage density. The write-read-erase-read process can still be completed under low voltage (±2 V), which opens up a new way for the fabrication of low power consumption memristor devices. In addition, the device successfully simulates the potentiation and suppression behavior of biological synapses, showing promise for making new breakthroughs in the field of implantable neural system research for biological memristor-based artificial synapses.