Flexible Femtojoule Energy-Consumption In-Ga-Zn-O Synaptic Transistors With Extensively Tunable Memory Time
A neuromorphic electronic system requires the component devices to not only mimic typical synaptic behaviors but also be energy-efficient, together with excellent uniformity and tunable memory time. For this purpose, we fabricated amorphous In-Ga-Zn-O (a-IGZO) thin-film transistors with plasma-enhan...
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Veröffentlicht in: | IEEE transactions on electron devices 2020-01, Vol.67 (1), p.105-112 |
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creator | Li, Lingkai Shao, Yan Wang, Xiaolin Wu, Xiaohan Liu, Wen-Jun Zhang, David Wei Ding, Shi-Jin |
description | A neuromorphic electronic system requires the component devices to not only mimic typical synaptic behaviors but also be energy-efficient, together with excellent uniformity and tunable memory time. For this purpose, we fabricated amorphous In-Ga-Zn-O (a-IGZO) thin-film transistors with plasma-enhanced atomic layer deposition AlO x :H dielectrics, successfully demonstrating typical synaptic behaviors, such as excitatory and inhibitory postsynaptic current, pair-pules facilitation, dynamic filter, learning and forgetting abilities and spike-timing dependent plasticity. In particular, such synaptic transistors exhibit ultralow energy consumption down to 3.18 fJ per synaptic event and tunable extensive memory time ranging from 76.6 ms to at least thousands of seconds. The ultralow energy consumption is realized by electron trapping and releasing at and near the interface between a-IGZO channel and AlO x :H dielectric under low voltages. By adjusting the concentration of oxygen vacancy defects in the a-IGZO domain adjacent to the interface by means of changing the growth temperature of the AlOx:H dielectrics, the memory time of the device can be further tuned on a large scale. Device flexibility was also demonstrated by fabricating the synaptic transistors onto polymer substrates at room temperature. |
doi_str_mv | 10.1109/TED.2019.2951582 |
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For this purpose, we fabricated amorphous In-Ga-Zn-O (a-IGZO) thin-film transistors with plasma-enhanced atomic layer deposition AlO x :H dielectrics, successfully demonstrating typical synaptic behaviors, such as excitatory and inhibitory postsynaptic current, pair-pules facilitation, dynamic filter, learning and forgetting abilities and spike-timing dependent plasticity. In particular, such synaptic transistors exhibit ultralow energy consumption down to 3.18 fJ per synaptic event and tunable extensive memory time ranging from 76.6 ms to at least thousands of seconds. The ultralow energy consumption is realized by electron trapping and releasing at and near the interface between a-IGZO channel and AlO x :H dielectric under low voltages. By adjusting the concentration of oxygen vacancy defects in the a-IGZO domain adjacent to the interface by means of changing the growth temperature of the AlOx:H dielectrics, the memory time of the device can be further tuned on a large scale. Device flexibility was also demonstrated by fabricating the synaptic transistors onto polymer substrates at room temperature.</description><identifier>ISSN: 0018-9383</identifier><identifier>EISSN: 1557-9646</identifier><identifier>DOI: 10.1109/TED.2019.2951582</identifier><identifier>CODEN: IETDAI</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Amorphous In-Ga-Zn-O (a-IGZO) ; Atomic layer deposition ; Atomic layer epitaxy ; Dielectrics ; Energy consumption ; energy-efficient ; flexible electronics ; Indium gallium zinc oxide ; Logic gates ; Neuromorphics ; Plasma temperature ; Room temperature ; Semiconductor devices ; Substrates ; synaptic transistors ; Thin film transistors ; Transistors</subject><ispartof>IEEE transactions on electron devices, 2020-01, Vol.67 (1), p.105-112</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. 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For this purpose, we fabricated amorphous In-Ga-Zn-O (a-IGZO) thin-film transistors with plasma-enhanced atomic layer deposition AlO x :H dielectrics, successfully demonstrating typical synaptic behaviors, such as excitatory and inhibitory postsynaptic current, pair-pules facilitation, dynamic filter, learning and forgetting abilities and spike-timing dependent plasticity. In particular, such synaptic transistors exhibit ultralow energy consumption down to 3.18 fJ per synaptic event and tunable extensive memory time ranging from 76.6 ms to at least thousands of seconds. The ultralow energy consumption is realized by electron trapping and releasing at and near the interface between a-IGZO channel and AlO x :H dielectric under low voltages. By adjusting the concentration of oxygen vacancy defects in the a-IGZO domain adjacent to the interface by means of changing the growth temperature of the AlOx:H dielectrics, the memory time of the device can be further tuned on a large scale. 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For this purpose, we fabricated amorphous In-Ga-Zn-O (a-IGZO) thin-film transistors with plasma-enhanced atomic layer deposition AlO x :H dielectrics, successfully demonstrating typical synaptic behaviors, such as excitatory and inhibitory postsynaptic current, pair-pules facilitation, dynamic filter, learning and forgetting abilities and spike-timing dependent plasticity. In particular, such synaptic transistors exhibit ultralow energy consumption down to 3.18 fJ per synaptic event and tunable extensive memory time ranging from 76.6 ms to at least thousands of seconds. The ultralow energy consumption is realized by electron trapping and releasing at and near the interface between a-IGZO channel and AlO x :H dielectric under low voltages. By adjusting the concentration of oxygen vacancy defects in the a-IGZO domain adjacent to the interface by means of changing the growth temperature of the AlOx:H dielectrics, the memory time of the device can be further tuned on a large scale. 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subjects | Amorphous In-Ga-Zn-O (a-IGZO) Atomic layer deposition Atomic layer epitaxy Dielectrics Energy consumption energy-efficient flexible electronics Indium gallium zinc oxide Logic gates Neuromorphics Plasma temperature Room temperature Semiconductor devices Substrates synaptic transistors Thin film transistors Transistors |
title | Flexible Femtojoule Energy-Consumption In-Ga-Zn-O Synaptic Transistors With Extensively Tunable Memory Time |
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