Most current resistive memory has the problems of high and unstable threshold voltages and high device misread rates caused by low current switching ratios. To address these problems, an Al/poly(methyl methacrylate) (PMMA)/silkworm hemolymph:gold nanoparticles/PMMA/indium tin oxide memory device is fabricated by adding PMMA layers above and below the active layer. The device not only has stable bipolar switching characteristics with a high ON/OFF current ratio but also has a lower and more stable threshold voltage. Potentiation, depression, and spike-time-dependent plasticity at biological synapses are realized using this device. The device is successfully fabricated on a flexible substrate, and the device can still maintain a stable working state after 10(4) bending cycles. This research opens a new door for the future realization of artificial synapses in neural network hardware.
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Multimedia Univ, Fac Engn & Technol, Jalan Ayer Keroh Lama 75450, Melaka, MalaysiaMultimedia Univ, Fac Engn & Technol, Jalan Ayer Keroh Lama 75450, Melaka, Malaysia
Singh, Ajay Kumar
Seong, Mah Meng
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Multimedia Univ, Fac Engn & Technol, Jalan Ayer Keroh Lama 75450, Melaka, MalaysiaMultimedia Univ, Fac Engn & Technol, Jalan Ayer Keroh Lama 75450, Melaka, Malaysia
Seong, Mah Meng
Prabhu, C. M. R.
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Multimedia Univ, Fac Engn & Technol, Jalan Ayer Keroh Lama 75450, Melaka, MalaysiaMultimedia Univ, Fac Engn & Technol, Jalan Ayer Keroh Lama 75450, Melaka, Malaysia
机构:
Natl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, JapanNatl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, Japan
Shima, Hisashi
Takano, Fumiyoshi
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Natl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, JapanNatl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, Japan
Takano, Fumiyoshi
Muramatsu, Hidenobu
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Natl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, JapanNatl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, Japan
Muramatsu, Hidenobu
Akinaga, Hiro
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Natl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, JapanNatl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, Japan
Akinaga, Hiro
Tamai, Yukio
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Sharp Co Ltd, Corp Res & Dev Grp, Adv Technol Res Labs, Hiroshima 7218522, JapanNatl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, Japan
Tamai, Yukio
Inoue, Isao H.
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Natl Inst Adv Ind Sci & Technol, CERC, Tsukuba, Ibaraki 3058562, JapanNatl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, Japan
Inoue, Isao H.
Takagi, Hidenori
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Natl Inst Adv Ind Sci & Technol, CERC, Tsukuba, Ibaraki 3058562, Japan
Univ Tokyo, Dept Adv Mat, Chiba 2778581, JapanNatl Inst Adv Ind Sci & Technol, NRI, Tsukuba, Ibaraki 3058568, Japan