Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications
- Author
- Santiago G.-C. Carrillo, Emanuele Gemo, Xuan Li, Nathan Youngblood, Andrew Katumba (UGent) , Peter Bienstman (UGent) , Wolfram Pernice, Harish Bhaskaran and C. David Wright
- Organization
- Project
- Abstract
- The combination of phase-change materials and integrated photonics has led to the development of new forms of all-optical devices, including photonic memories, arithmetic and logic processors, and synaptic and neuronal mimics. Such devices can be readily fabricated into photonic integrated circuits, so potentially delivering large-scale all-optical arithmetic-logic units and neuromorphic processing chips. To facilitate in the design and optimization of such large-scale systems, and to aid in the understanding of device and system performance, fast yet accurate computer models are needed. Here, we describe the development of a behavioral modeling tool that meets such requirements, being capable of essentially instantaneous modeling of the write, erase, and readout performance of various integrated phase-change photonic devices, including those for synaptic and neuronal mimics.
- Keywords
- CRYSTALLIZATION, GE2SB2TE5
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Citation
Please use this url to cite or link to this publication: http://hdl.handle.net/1854/LU-8653032
- MLA
- Carrillo, Santiago G. C., et al. “Behavioral Modeling of Integrated Phase-Change Photonic Devices for Neuromorphic Computing Applications.” APL MATERIALS, vol. 7, no. 9, 2019, doi:10.1063/1.5111840.
- APA
- Carrillo, S. G.-C., Gemo, E., Li, X., Youngblood, N., Katumba, A., Bienstman, P., … Wright, C. D. (2019). Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications. APL MATERIALS, 7(9). https://doi.org/10.1063/1.5111840
- Chicago author-date
- Carrillo, Santiago G.-C., Emanuele Gemo, Xuan Li, Nathan Youngblood, Andrew Katumba, Peter Bienstman, Wolfram Pernice, Harish Bhaskaran, and C. David Wright. 2019. “Behavioral Modeling of Integrated Phase-Change Photonic Devices for Neuromorphic Computing Applications.” APL MATERIALS 7 (9). https://doi.org/10.1063/1.5111840.
- Chicago author-date (all authors)
- Carrillo, Santiago G.-C., Emanuele Gemo, Xuan Li, Nathan Youngblood, Andrew Katumba, Peter Bienstman, Wolfram Pernice, Harish Bhaskaran, and C. David Wright. 2019. “Behavioral Modeling of Integrated Phase-Change Photonic Devices for Neuromorphic Computing Applications.” APL MATERIALS 7 (9). doi:10.1063/1.5111840.
- Vancouver
- 1.Carrillo SG-C, Gemo E, Li X, Youngblood N, Katumba A, Bienstman P, et al. Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications. APL MATERIALS. 2019;7(9).
- IEEE
- [1]S. G.-C. Carrillo et al., “Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications,” APL MATERIALS, vol. 7, no. 9, 2019.
@article{8653032, abstract = {{The combination of phase-change materials and integrated photonics has led to the development of new forms of all-optical devices, including photonic memories, arithmetic and logic processors, and synaptic and neuronal mimics. Such devices can be readily fabricated into photonic integrated circuits, so potentially delivering large-scale all-optical arithmetic-logic units and neuromorphic processing chips. To facilitate in the design and optimization of such large-scale systems, and to aid in the understanding of device and system performance, fast yet accurate computer models are needed. Here, we describe the development of a behavioral modeling tool that meets such requirements, being capable of essentially instantaneous modeling of the write, erase, and readout performance of various integrated phase-change photonic devices, including those for synaptic and neuronal mimics.}}, articleno = {{091113}}, author = {{Carrillo, Santiago G.-C. and Gemo, Emanuele and Li, Xuan and Youngblood, Nathan and Katumba, Andrew and Bienstman, Peter and Pernice, Wolfram and Bhaskaran, Harish and Wright, C. David}}, issn = {{2166-532X}}, journal = {{APL MATERIALS}}, keywords = {{CRYSTALLIZATION,GE2SB2TE5}}, language = {{eng}}, number = {{9}}, pages = {{7}}, title = {{Behavioral modeling of integrated phase-change photonic devices for neuromorphic computing applications}}, url = {{http://doi.org/10.1063/1.5111840}}, volume = {{7}}, year = {{2019}}, }
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