The ultimate aim of artificial synaptic devices is to
mimic the
features of biological synapses as closely as possible, in particular,
its ability of self-adjusting the synaptic weight responding to the
external stimulus. In this work, memristors, based on trilayer oxides
with a stack structure of TiN/TiON/HfO
y
/HfO
x
/TiN, are designed to function as
the artificial synapses where intrinsically designed oxygen-deficient
HfO
x
layer, less oxygen-deficient HfO
y
layer, and TiON layer, imitating the corresponding
biological functionality of the pre-synapse, synaptic cleft, and post-synapse,
respectively, resemble the features of bio-synapses most closely.
Thus, diverse bio-synaptic functions and plasticity, including long-term
potentiation and depression, spike-rate-dependent plasticity, spike-timing-dependent
plasticity, and metaplasticity, are fulfilled in these devices. Moreover,
they exhibit analogue plasticity in both potentiating and depressing,
fully emulating the learning protocols of excitation and inhibition
in the bio-synapses. The structure and Hf/O distribution of these
devices, mimicking the structure and Ca2+ deployment of
bio-synapses, are consolidated by the high-resolution transmission
electron microscopy and energy-dispersive X-ray spectroscopy, respectively.
Powerful bio-realistic behavior, implemented in these simple artificial
synaptic devices, make them tailored for neuromorphic hardware applications.