Heterosynaptic Plasticity Achieved by Highly Anisotropic Ionic Migration in Layered LixMoO3 for Neuromorphic Application
Source abstract
Abstract
Abstract Heterosynaptic plasticity is important for the implementation of biological functions in an excitatory synapse. Although plenty of devices have been developed to emulate the synaptic behaviors, the capability of processing information with high heterosynaptic plasticity remains challenging. Herein, it is reported that the electrical conductance of Li+ ion pre‐intercalated MoO3 nanosheet (LixMoO3: 0 < x < 1) can be efficiently modulated, relying on the local phase transition associated with electric‐field‐driven ionic migration. The LixMoO3‐based in‐plane synaptic device exhibits attractive nonvolatile memory performance including high switching ratio (≈500) and long‐term retention of states (>4000 s). By combining experimental studies with theoretical calculations, the anisotropic in‐plane ionic migration in LixMoO3 is revealed, which is attributed to the dissimilarity of adiabatic barriers along different crystallographic directions. A multiterminal LixMoO3 memristor responses anisotropically to input spikes, and the slope of conductance change along a‐axis is almost 7 times larger than that along c‐axis, which contributes to the emulation of heterosynaptic plasticity required for neurobiological architecture. Additionally, the device can also fulfill the in‐memory Boolean logic operations naturally. This work demonstrates the great potentials of ionic migration to develop artificial synapses, highlighting its promising applications for future brain‐inspired computing systems.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Advanced Memory and Neural Computing · Conducting polymers and applications
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Sauvage Laboratory for Smart Materials School of Materials Science and Engineering Harbin Institute of Technology (Shenzhen) Shenzhen 518055 China
Department of Applied Physics The Hong Kong Polytechnic University Hong Kong 999077 China
MOE Key Laboratory of Micro‐Systems and Micro‐Structures Manufacturing Harbin Institute of Technology Harbin 150080 China
Funding
National Natural Science Foundation of China · Natural Science Foundation of Guangdong Province
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