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DC Field | Value | Language |
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dc.contributor.author | Beldianu, Spiridon Florin | - |
dc.date.accessioned | 2021-08-23T09:33:23Z | - |
dc.date.available | 2021-08-23T09:33:23Z | - |
dc.date.issued | 2004 | - |
dc.identifier.citation | Beldianu, Spiridon Florin. Video stream compression without A/D conversion using Analog Multilayer Perceptron. Timişoara: Editura Politehnica, 2004 | en_US |
dc.identifier.uri | http://primo.upt.ro:1701/primo-explore/search?query=any,contains,Video%20stream%20compression%20without%20A~2FD%20conversion%20using%20Analog%20Multilayer%20Perceptron&tab=default_tab&search_scope=40TUT&vid=40TUT_V1&lang=ro_RO&offset=0 Link Primo | - |
dc.description.abstract | This work proposes a multilayer perceptron (MLP) method to perform direct mapping from an analog frame block into a vector index, implement vector quantization (VQ) without the need for carrying out first an analog-to-digital (A/D) conversion of each analog sample. The design focuses on an analog hardware implementation and it is based on observing that the use of careful binary index assignment causes hyperplanes associated with the formation of the same bit at the MLP output to have similar spatial orientation. The results show that MLPs can be implement with less computational complexity than Kohonen self-organizing map (KSOM). | en_US |
dc.language.iso | en | en_US |
dc.publisher | Timişoara : Editura Politehnica | en_US |
dc.relation.ispartofseries | Buletinul ştiinţific al Universităţii „Politehnica” din Timişoara, România. Seria electronică şi telecomunicaţii, Tom 49(63), fasc. 1 (2004), p. 324-327 | - |
dc.subject | MLP | en_US |
dc.subject | Video frame | en_US |
dc.subject | Vector quantization | en_US |
dc.title | Video stream compression without A/D conversion using Analog Multilayer Perceptron [articol] | en_US |
dc.type | Article | en_US |
Appears in Collections: | Articole științifice/Scientific articles |
Files in This Item:
File | Description | Size | Format | |
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BUPT_ART_Beldianu_f.pdf | 517.49 kB | Adobe PDF | View/Open |
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