Artificial synapses based on 2D MoS2 memtransistors have recently attracted considerable attention as a promising device architecture for complex neuromorphic systems. However, previous memtransistor devices occasionally cause uncontrollable analog switching and unreliable synaptic plasticity due to random variations in the field‐induced defect migration. Herein, a highly reliable 2D MoS2/Nb2O5 heterostructure memtransistor device is demonstrated, in which the Nb2O5 interlayer thickness is a critical material parameter to induce and tune analog switching characteristics of the 2D MoS2. Ultraviolet photoelectron spectroscopy and photoluminescence analyses reveal that the Schottky barrier height at the 2D channel–electrode junction of the MoS2/Nb2O5 heterostructure films is increased, leading to more effective contact barrier modulation and allowing more reliable resistive switching. The 2D/oxide memtransistors attain dual‐terminal (drain and gate) stimulated heterosynaptic plasticity and highly precise multi‐states. In addition, the memtransistor devices show an extremely low power consumption of ≈6 pJ and reliable potentiation/depression endurance characteristics over 2000 pulses. A high pattern recognition accuracy of ≈94.2% is finally achieved from the synaptic plasticity modulated by the drain pulse configuration using an image pattern recognition simulation. Thus, the novel 2D/oxide memtransistor makes a potential neuromorphic circuitry more flexible and energy‐efficient, promoting the development of more advanced neuromorphic systems.
A growth technique
to directly prepare two-dimensional (2D) materials
onto conventional semiconductor substrates, enabling low-temperature,
high-throughput, and large-area capability, is needed to realize competitive
2D transition-metal dichalcogenide (TMD)/three-dimensional (3D) semiconductor
heterojunction devices. Therefore, we herein successfully developed
an atmospheric-pressure plasma-enhanced chemical vapor deposition
(AP-PECVD) technique, which could grow MoS2 and WS2 multilayers directly onto PET flexible substrate as well
as 4-in. Si substrates at temperatures of <200 °C. The as-fabricated
MoS2/Si and WS2/Si heterojunctions exhibited
large and fast photocurrent responses under illumination of a green
light. The measured photocurrent was linearly proportional to the
laser power, indicating that trapping and detrapping of the photogenerated
carriers at defect states could not significantly suppress the collection
of photocarriers. All the results demonstrated that our AP-PECVD method
could produce high-quality TMD/Si 2D–3D heterojunctions for
optoelectronic applications.
Wide
band gap oxide materials with additional infrared (IR) photosensing
have rarely been reported because of the lack of the IR-associated
sub band gap absorption. In this work, we report that the insertion
of a thin aluminum oxide (Al2O3) layer between
the Al electrode and indium gallium zinc oxide (IGZO) channel, deposited
by atomic layer deposition, enables the material to absorb 850 nm
IR light as well as light at visible wavelengths (400 and 530 nm).
UV–visible absorption and photoluminescence measurements showed
that the Al2O3/IGZO-stacked channel layers could
induce additional IR absorption and, consequently, IR-excited charge
carriers owing to sub-gap doping within the IGZO band gap. Notably,
this approach provides the synergetic effect of enabling IR detection
as well as improving the contact properties in the IGZO transistor.
Furthermore, the clear dynamic photoswitching behavior was observed
only for the Al2O3/IGZO transistor device, revealing
a photocurrent 50 times higher than the device containing only IGZO.
Thus, the simple approach of engineering the interface of wide band
gap oxide materials made it possible to introduce unexpected dual-band
gap photosensing characteristics, thereby extending the range of photonic
applications of these materials.
Despite extensive investigations of a wide variety of artificial synapse devices aimed at realizing a neuromorphic hardware system, the identification of a physical parameter that modulates synaptic plasticity is still required. In this context, a novel two-dimensional architecture consisting of a NbSe2/WSe2/Nb2O5 heterostructure placed on an SiO2/p+ Si substrate was designed to overcome the limitations of the conventional silicon-based complementary metal-oxide semiconductor technology. NbSe2, WSe2, and Nb2O5 were used as the metal electrode, active channel, and conductance-modulating layer, respectively. Interestingly, it was found that the post-synaptic current was successfully modulated by the thickness of the interlayer Nb2O5, with a thicker interlayer inducing a higher synapse spike current and a stronger interaction in the sequential pulse mode. Introduction of the Nb2O5 interlayer can facilitate the realization of reliable and controllable synaptic devices for brain-inspired integrated neuromorphic systems.
The fermi-level pinning phenomenon, which occurs at the metal–semiconductor interface, not only obstructs the achievement of high-performance field effect transistors (FETs) but also results in poor long-term stability. This paper reports on the improvement in gate-bias stress stability in two-dimensional (2D) transition metal dichalcogenide (TMD) FETs with a titanium dioxide (TiO2) interfacial layer inserted between the 2D TMDs (MoS2 or WS2) and metal electrodes. Compared to the control MoS2, the device without the TiO2 layer, the TiO2 interfacial layer deposited on 2D TMDs could lead to more effective carrier modulation by simply changing the contact metal, thereby improving the performance of the Schottky-barrier-modulated FET device. The TiO2 layer could also suppress the Fermi-level pinning phenomenon usually fixed to the metal–semiconductor interface, resulting in an improvement in transistor performance. Especially, the introduction of the TiO2 layer contributed to achieving stable device performance. Threshold voltage variation of MoS2 and WS2 FETs with the TiO2 interfacial layer was ~2 V and ~3.6 V, respectively. The theoretical result of the density function theory validated that mid-gap energy states created within the bandgap of 2D MoS2 can cause a doping effect. The simple approach of introducing a thin interfacial oxide layer offers a promising way toward the implementation of high-performance 2D TMD-based logic circuits.
A technique for directly growing two-dimensional (2D) materials onto conventional semiconductor substrates, enabling high-throughput and large-area capability, is required to realise competitive 2D transition metal dichalcogenide devices. A reactive sputtering method based on H2S gas molecules and sequential in situ post-annealing treatment in the same chamber was proposed to compensate for the relatively deficient sulfur atoms in the sputtering of MoS2 and then applied to a 2D MoS2/p-Si heterojunction photodevice. X-ray photoelectron, Raman, and UV–visible spectroscopy analysis of the as-deposited Ar/H2S MoS2 film were performed, indicating that the stoichiometry and quality of the as-deposited MoS2 can be further improved compared with the Ar-only MoS2 sputtering method. For example, Ar/H2S MoS2 photodiode has lower defect densities than that of Ar MoS2. We also determined that the factors affecting photodetector performance can be optimised in the 8–12 nm deposited thickness range.
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