Artificial Synapses Based on in-Plane Gate Organic Electrochemical Transistors
Искусственные синапсы на основе органических электрохимических транзисторов с планарным затвором
2016-09-08
SCID: 54.1/j77ptmjc
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artificial synapsesion-gel gated organic FETsorganic electrochemical transistorspoly(3-hexylthiophene)short-term plasticity
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Abstract (AI)
Realization of biological synapses using electronic devices is regarded as the basic building blocks for neuromorphic engineering and artificial neural network. With the advantages of biocompatibility, low cost, flexibility, and compatible with printing and roll-to-roll processes, the artificial synapse based on organic transistor is of great interest. In this paper, the artificial synapse simulation by ion-gel gated organic field-effect transistors (FETs) with poly(3-hexylthiophene) (P3HT) active channel is demonstrated. Key features of the synaptic behaviors, such as paired-pulse facilitation (PPF), short-term plasticity (STP), self-tuning, the spike logic operation, spatiotemporal dentritic integration, and modulation are successfully mimicked. Furthermore, the interface doping processes of electrolyte ions between the active P3HT layer and ion gels is comprehensively studied for confirming the operating processes underlying the conductivity and excitatory postsynaptic current (EPSC) variations in the organic synaptic devices. This study represents an important step toward building future artificial neuromorphic systems with newly emerged ion gel gated organic synaptic devices.
Key Findings
1
Ion-gel-gated organic synaptic devices demonstrate potential building blocks for flexible, low-cost, printable neuromorphic systems.
2
Ion-gel-gated organic transistors with P3HT active channels successfully emulate artificial synaptic behavior.
3
The devices reproduce paired-pulse facilitation, short-term plasticity, self-tuning, spike logic operations, spatiotemporal dendritic integration, and synaptic modulation.
4
The study comprehensively investigates electrolyte-ion interface doping between the P3HT channel and ion gel, explaining conductivity and excitatory postsynaptic current variations.
Research Object
ion-gel-gated organic field-effect transistors with a poly(3-hexylthiophene) (P3HT) active channel used as artificial synaptic devices
Research Subject
biomimetic synaptic behavior and its underlying electrolyte-ion interface doping mechanisms, including PPF, STP, self-tuning, spike logic, dendritic integration, modulation, and conductivity/EPSC variations
Publication Details
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2016-09-08
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