Thesis
Building blocks for fast and scalable photonic computing
- Abstract:
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The current state-of-the-art computing architecture is based on von-Neumann architecture, which involves shuttling off data between memory and the processing unit to carry out computation through the bus. Machine learning algorithms, on the other hand, require massive parallelisation and high data throughput, making von-Neumann's architecture highly inefficient. Therefore, there is a need for specialised hardware to meet the computational demands. Photonics has been proposed to be a promis...
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- Files:
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(Preview, Dissemination version, pdf, 40.0MB, Terms of use)
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Authors
Contributors
+ Bhaskaran, H
- Institution:
- University of Oxford
- Division:
- MPLS
- Department:
- Materials
- Sub department:
- Materials
- Oxford college:
- Lincoln College
- Role:
- Supervisor
- ORCID:
- 0000-0003-0774-8110
- DOI:
- Type of award:
- DPhil
- Level of award:
- Doctoral
- Awarding institution:
- University of Oxford
- Language:
-
English
- Subjects:
- Deposit date:
-
2023-12-01
- ARK identifier:
Terms of use
- Copyright holder:
- Aggarwal, S
- Copyright date:
- 2023
- Licence:
- CC Attribution (CC BY)
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