Uneven provider transport in versatile interface-type memristor allows synthetic synapses with sub-femtojoule vitality consumption


Versatile and clear synthetic synapses with extraordinarily low vitality consumption have potential to be used in brain-like neuromorphic electronics. Nevertheless, many of the clear supplies for versatile memristive synthetic synapses had been reported to point out picojoule-scale excessive vitality consumption with kiloohm-scale low resistance, which limits the scalability for parallel operation. Right here, we report on a versatile memristive synthetic synapse based mostly on Cs3Cu2I5 with vitality consumption as little as 10.48 aJ (= 10.48 × 10−18 J) μm−2 and resistance as excessive as 243 MΩ for writing pulses. Interface-type resistive switching on the Schottky junction between p-type Cu3Cs2I5 and Au is verified, the place migration of iodide vacancies and uneven provider transport owing to the efficient gap mass is thrice heavier than efficient electron mass are discovered to play important roles in controlling the conductance, resulting in excessive resistance. There was little distinction in synaptic weight updates with excessive linearity and 250 states earlier than and after bending the versatile machine. Furthermore, the MNIST-based recognition price of over 90% is maintained upon bending, indicative of a promising candidate for extremely environment friendly versatile synthetic synapses.

Graphical abstract: Asymmetric carrier transport in flexible interface-type memristor enables artificial synapses with sub-femtojoule energy consumption


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