fig4

Recent advances in a-IGZO synaptic transistors for flexible computing applications

Figure 4. Structural reconfiguration of flexible a-IGZO synaptic transistors. (A) Floating-gate stack engineering: (i) Schematics of IGZO synaptic transistors incorporating IGZO and ITO floating gates, respectively. (ii) Transfer characteristics of the two devices measured under a gate double sweep from -15 to 15 V. (iii) Retention characteristics of the programmed and erased states for devices with IGZO and ITO floating gates. Adapted from Ref.[28] under the CC BY 4.0 license. Copyright 2025, The Authors; (B) 1D Nanochannel architecture: (i) 3D schematic of an IGZO/In2O3 NW heterojunction phototransistor stimulated by a UV light pulse. (ii) Transient current responses at various pulse frequencies and the corresponding extracted SRDP. Adapted with permission from[89]. Copyright 2024, Elsevier; (C) Vertical 3D integration: (i) Cross-sectional schematic and TEM image of a vertical-channel synapse TFT, minimizing device footprint via HfO2 spacer engineering. Adapted with permission[91]. Copyright 2025, American Chemical Society. (ii) Schematic of high-performance IGZO CAA transistors featuring in situ engineered vertical indium gradients. (iii) Comparison of vertical In:Ga atomic ratios at deposition pressures of 30 mTorr. Adapted with permission[92]. Copyright 2026, American Chemical Society; (D) Multi-terminal collaborative architecture: (i) Illustration of a hetero-synapse excited by electric inputs from two presynaptic terminals and the corresponding electrochemical ion modulation of the channel layer under dual-terminal gating. (ii) Postsynaptic currents (EPSCs) excited by five presynaptic spikes separately or simultaneously applied to G1 and G2 terminals. (iii) Architecture of the neural network based on the hetero-synaptic transistor for MNIST image recognition. (iv) Comparison of classification accuracy between networks based on the dual-gate hetero-synaptic transistor and the single-gate homo-synaptic transistor. Adapted with permission[105]. Copyright 2022, The Royal Society of Chemistry. a-IGZO: Amorphous indium gallium zinc oxide; ITO: indium tin oxide; NW: nanowire; UV: ultraviolet; SRDP: spike-rate-dependent plasticity; TEM: transmission electron microscopy; TFT: thin-film transistor; CAA: channel-all-around; EPSCs: excitatory postsynaptic currents; MNIST: Modified National Institute of Standards and Technology; PL: protection layer; CH: channel; TL: tunneling layer; FG: floating gate; PAD: pad (contact pad); GI: gate insulator; ACT: active layer.

Soft Science
ISSN 2769-5441 (Online)

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