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Brain -inspired biodegradable pectin based proton conductor gated electronic synapse

ORGANIC ELECTRONICS(2020)

引用 10|浏览18
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摘要
Mimicking synaptic activities on solid-state electrolyte gated oxide transistors can lay a concrete foundation for the future of artificial intelligence. Renewable natural materials have the advantages of being abundant, inexpensive, biodegradable and ecologically benign. In the present work, we have proposed a biodegradable pectin electrolyte based proton conductor gated “green” electronic synapse. With the unique proton gating activities, the pectin gated transistor exhibits good electrical performances at low operation voltage. Thus, a low-voltage driven resistor-loaded inverter is fabricated. The devices exhibit neuromorphic functions including excitatory post-synaptic current (EPSC), adjustable synaptic weights and transitions from short-term plasticity (STP) to long-term plasticity (LTP). Interestingly, BCM learning rules have also been mimicked on the proposed synaptic transistor, including spike-rate-dependent plasticity (SRDP) and a sliding frequency threshold (fθ). Bio-realistic implementation of important synaptic plasticities with BCM learning acitivites would improve the efficiency of hardware based neural network for the artificial intelligent system.
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关键词
Electric double layer,Pectin-based electrolyte,Oxide synaptic transistors,Spike-rate-dependent plasticity,BCM rules
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