Ternary Synaptic Plasticity Arising from Memdiode Behavior of TiOx Single Nanowires
Source abstract
Abstract
Electric field‐induced resistive switching (RS) effect has been widely explored as a novel nonvolatile memory over the past few years. Recently, the RS behavior with continuous transition has received considerable attention for its promising prospect in neuromorphic simulation. Here, the switching characteristics of a planar‐structured TiOx single nanowire device are systematically investigated. It exhibits a strongly history‐dependent rectifying behavior that is defined as a “memdiode.” It is further demonstrated that a ternary synaptic plasticity could be realized in such TiOx nanowire device, characterized by the resistance and photocurrent response. For a given state of the memdiode, a conjugated memristive characteristic and a distinct photocurrent can be simultaneously obtained, resulting in a synchronous implementation of various Hebbian plasticities with the same temporal order of spikes. These intriguing properties of TiOx memdiode provide a feasible way toward the designing of multifunctional electronic synapses as well as programmable artificial neural network.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Advanced Memory and Neural Computing · Neural dynamics and brain function · Photoreceptor and optogenetics research
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Beijing National Laboratory for Condensed Matter Physics and Institute of Physics Chinese Academic of Sciences Beijing 100190 China
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