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- 01GQSSJXX48S5FG92K3XT3HDAC classification A1.
- 01GQSSJXX48S5FG92K3XT3HDAC date "2022".
- 01GQSSJXX48S5FG92K3XT3HDAC language "eng".
- 01GQSSJXX48S5FG92K3XT3HDAC type journalArticle.
- 01GQSSJXX48S5FG92K3XT3HDAC hasPart 01GQSSXN9M963GM2S5DNEX4NMG.pdf.
- 01GQSSJXX48S5FG92K3XT3HDAC subject "Technology and Engineering".
- 01GQSSJXX48S5FG92K3XT3HDAC doi "10.1364/oe.476110".
- 01GQSSJXX48S5FG92K3XT3HDAC issn "1094-4087".
- 01GQSSJXX48S5FG92K3XT3HDAC issue "25".
- 01GQSSJXX48S5FG92K3XT3HDAC volume "30".
- 01GQSSJXX48S5FG92K3XT3HDAC abstract "A programmable hardware implementation of all-optical nonlinear activation functions for different scenarios and applications in all-optical neural networks is essential. We demonstrate a programmable, low-loss all-optical activation function device based on a silicon micro-ring resonator loaded with phase change materials. Four different nonlinear activation functions of Relu, ELU, Softplus and radial basis functions are implemented for incident signal light of the same wavelength. The maximum power consumption required to switch between the four different nonlinear activation functions in calculation is only 1.748 nJ. The simulation of classification of hand-written digit images also shows that they can perform well as alternative nonlinear activation functions. The device we design can serve as nonlinear units in photonic neural networks, while its nonlinear transfer function can be flexibly programmed to optimize the performance of different neuromorphic tasks.".
- 01GQSSJXX48S5FG92K3XT3HDAC author F55201D6-F0ED-11E1-A9DE-61C894A0A6B4.
- 01GQSSJXX48S5FG92K3XT3HDAC author urn:uuid:044e250c-a2cf-4d4e-80b0-dd2a40e35d23.
- 01GQSSJXX48S5FG92K3XT3HDAC author urn:uuid:31421363-120d-40f7-ad52-0768738173dd.
- 01GQSSJXX48S5FG92K3XT3HDAC author urn:uuid:880307c7-b49f-4521-ae16-9398f8131193.
- 01GQSSJXX48S5FG92K3XT3HDAC author urn:uuid:9812bdf3-bdbe-43a3-b861-b669f8a5d8d3.
- 01GQSSJXX48S5FG92K3XT3HDAC author urn:uuid:9edd5871-84e8-4935-a9fe-f55a89c56d79.
- 01GQSSJXX48S5FG92K3XT3HDAC dateCreated "2023-01-27T14:19:59Z".
- 01GQSSJXX48S5FG92K3XT3HDAC dateModified "2024-07-09T14:39:08Z".
- 01GQSSJXX48S5FG92K3XT3HDAC name "Programmable low-power consumption all-optical nonlinear activation functions using a micro-ring resonator with phase-change materials".
- 01GQSSJXX48S5FG92K3XT3HDAC pagination urn:uuid:d6821934-455f-4332-8e37-4f4866bcf13a.
- 01GQSSJXX48S5FG92K3XT3HDAC sameAs LU-01GQSSJXX48S5FG92K3XT3HDAC.
- 01GQSSJXX48S5FG92K3XT3HDAC sourceOrganization urn:uuid:0fca428e-dae7-4e1f-9fac-d9b10b3a7952.
- 01GQSSJXX48S5FG92K3XT3HDAC sourceOrganization urn:uuid:7d3cda1d-72a8-4d68-9b62-548bf5e8f2ce.
- 01GQSSJXX48S5FG92K3XT3HDAC type A1.