| Literature DB >> 29544021 |
Bin Li1, Yaqing Liu1, Changjin Wan1, Zhiyuan Liu1, Ming Wang1, Dianpeng Qi1, Jiancan Yu1, Pingqiang Cai1, Meng Xiao1, Yi Zeng1, Xiaodong Chen1.
Abstract
Memristive synapses based on resistive switching are promising electronic devices that emulate the synaptic plasticity in neural systems. Short-term plasticity (STP), reflecting a temporal strengthening of the synaptic connection, allows artificial synapses to perform critical computational functions, such as fast response and information filtering. To mediate this fundamental property in memristive electronic devices, the regulation of the dynamic resistive change is necessary for an artificial synapse. Here, it is demonstrated that the orientation of mesopores in the dielectric silica layer can be used to modulate the STP of an artificial memristive synapse. The dielectric silica layer with vertical mesopores can facilitate the formation of a conductive pathway, which underlies a lower set voltage (≈1.0 V) compared to these with parallel mesopores (≈1.2 V) and dense amorphous silica (≈2.0 V). Also, the artificial memristive synapses with vertical mesopores exhibit the fastest current increase by successive voltage pulses. Finally, oriented silica mesopores are designed for varying the relaxation time of memory, and thus the successful mediation of STP is achieved. The implementation of mesoporous orientation provides a new perspective for engineering artificial synapses with multilevel learning and forgetting capability, which is essential for neuromorphic computing.Entities:
Keywords: artificial memristive synapses; mesopores; orientation; short-term plasticity; silica
Year: 2018 PMID: 29544021 DOI: 10.1002/adma.201706395
Source DB: PubMed Journal: Adv Mater ISSN: 0935-9648 Impact factor: 30.849