Toward Flexible Neuromorphic Spintronics: Field-Free Switching of Synthetic Antiferromagnets on Polyimide Substrates
Source abstract
Abstract
Achieving fully electrically controlled magnetization switching of magnetically compensated synthetic antiferromagnets grown on flexible substrates would significantly advance high-density wearable memory and neuromorphic spintronic applications. Here, we illustrate the field-free spin-orbit-torque (SOT)-driven perpendicular magnetization switching in high-quality Pt/CoPt/Ru/CoTb synthetic antiferromagnets grown on polyimide substrates, which exhibit room-temperature compensated magnetization and enhanced anomalous Hall resistance at remanence. A 3% tensile strain induces a 390 Oe shift in the interlayer exchange coupling field and reduces the field-free SOT switching ratio to ∼28%. Crucially, the near-linear nonvolatile synaptic plasticity and neuronal nonlinearity of this field-free SOT switching are preserved under bending, stretching, and tensile fatigue. Leveraging these experimentally measured synaptic and neuronal characteristics, we computationally implemented a fully connected neural network, achieving simulated recognition accuracies exceeding 95.8% for handwritten digits and 86.2% for fashion products. These results offer an effective method for developing flexible spintronic devices.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Magnetic properties of thin films · Advanced Condensed Matter Physics · Topological Materials and Phenomena
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Physics
Shandong University
School of Chemistry and Chemical Engineering
Spintronics Institute
University of Jinan
Funding
Department of Science and Technology of Shandong Province · National Basic Research Program of China (973 Program) · National Natural Science Foundation of China (NSFC)
References (51)
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