Simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapse
Synaptic plasticity and neuronal intrinsic plasticity are both involved in the learning process of hardware artificial neural network. Here, Lee et al. integrate a threshold switch and a phase change memory in a single device, which emulates biological synaptic and intrinsic plasticity simultaneousl...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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Nature Portfolio
2022-05-01
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| Series: | Nature Communications |
| Online Access: | https://doi.org/10.1038/s41467-022-30432-2 |
| _version_ | 1817981084793569280 |
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| author | Sang Hyun Sung Tae Jin Kim Hyera Shin Tae Hong Im Keon Jae Lee |
| author_facet | Sang Hyun Sung Tae Jin Kim Hyera Shin Tae Hong Im Keon Jae Lee |
| author_sort | Sang Hyun Sung |
| collection | DOAJ |
| description | Synaptic plasticity and neuronal intrinsic plasticity are both involved in the learning process of hardware artificial neural network. Here, Lee et al. integrate a threshold switch and a phase change memory in a single device, which emulates biological synaptic and intrinsic plasticity simultaneously. |
| first_indexed | 2024-04-13T23:01:18Z |
| format | Article |
| id | doaj.art-e6fe22f4c28741caaaa55d1935f03e4d |
| institution | Directory Open Access Journal |
| issn | 2041-1723 |
| language | English |
| last_indexed | 2024-04-13T23:01:18Z |
| publishDate | 2022-05-01 |
| publisher | Nature Portfolio |
| record_format | Article |
| series | Nature Communications |
| spelling | doaj.art-e6fe22f4c28741caaaa55d1935f03e4d2022-12-22T02:25:51ZengNature PortfolioNature Communications2041-17232022-05-0113111210.1038/s41467-022-30432-2Simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapseSang Hyun Sung0Tae Jin Kim1Hyera Shin2Tae Hong Im3Keon Jae Lee4Department of Materials Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST)Department of Materials Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST)Department of Materials Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST)Department of Materials Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST)Department of Materials Science and Engineering, Korea Advanced Institute of Science and Technology (KAIST)Synaptic plasticity and neuronal intrinsic plasticity are both involved in the learning process of hardware artificial neural network. Here, Lee et al. integrate a threshold switch and a phase change memory in a single device, which emulates biological synaptic and intrinsic plasticity simultaneously.https://doi.org/10.1038/s41467-022-30432-2 |
| spellingShingle | Sang Hyun Sung Tae Jin Kim Hyera Shin Tae Hong Im Keon Jae Lee Simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapse Nature Communications |
| title | Simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapse |
| title_full | Simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapse |
| title_fullStr | Simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapse |
| title_full_unstemmed | Simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapse |
| title_short | Simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapse |
| title_sort | simultaneous emulation of synaptic and intrinsic plasticity using a memristive synapse |
| url | https://doi.org/10.1038/s41467-022-30432-2 |
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