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Oliveri, Giuseppe und Mostafa, Mohamad und Teich, Werner und Lindner, Jürgen (2015) Advanced low power, high speed nonlinear signal processing: An analog VLSI example. 2015 wireless innovation forum European conference on communications technologies and soft defined radio (WinnComm-Europe 2015), 2015-10-05 - 2015-10-09, Erlangen, Germany.
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Kurzfassung
We revisit the topic of signal processing with analog circuits and its potential to increase the energy efficiency. A vector equalizer based on a recurrent neural network structure is taken as an example to demonstrate what can be achieved with state of the art in VLSI design. First measurements of our analog VLSI circuit confirm the possibility to achieve an energy efficiency of about 36 TFlops/Watt, which is an improvement factor of three to four orders of magnitude compared with today’s most energy efficient digital circuits.
| elib-URL des Eintrags: | https://elib.dlr.de/98557/ | ||||||||||||||||||||
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| Dokumentart: | Konferenzbeitrag (Vortrag) | ||||||||||||||||||||
| Titel: | Advanced low power, high speed nonlinear signal processing: An analog VLSI example | ||||||||||||||||||||
| Autoren: |
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| Datum: | 2015 | ||||||||||||||||||||
| Referierte Publikation: | Ja | ||||||||||||||||||||
| Open Access: | Nein | ||||||||||||||||||||
| Gold Open Access: | Nein | ||||||||||||||||||||
| In SCOPUS: | Nein | ||||||||||||||||||||
| In ISI Web of Science: | Nein | ||||||||||||||||||||
| Status: | veröffentlicht | ||||||||||||||||||||
| Stichwörter: | Nonlinear processing, analog VLSI, recurrent neural networks | ||||||||||||||||||||
| Veranstaltungstitel: | 2015 wireless innovation forum European conference on communications technologies and soft defined radio (WinnComm-Europe 2015) | ||||||||||||||||||||
| Veranstaltungsort: | Erlangen, Germany | ||||||||||||||||||||
| Veranstaltungsart: | internationale Konferenz | ||||||||||||||||||||
| Veranstaltungsbeginn: | 5 Oktober 2015 | ||||||||||||||||||||
| Veranstaltungsende: | 9 Oktober 2015 | ||||||||||||||||||||
| HGF - Forschungsbereich: | Luftfahrt, Raumfahrt und Verkehr | ||||||||||||||||||||
| HGF - Programm: | Luftfahrt | ||||||||||||||||||||
| HGF - Programmthema: | Luftverkehrsmanagement und Flugbetrieb | ||||||||||||||||||||
| DLR - Schwerpunkt: | Luftfahrt | ||||||||||||||||||||
| DLR - Forschungsgebiet: | L AO - Air Traffic Management and Operation | ||||||||||||||||||||
| DLR - Teilgebiet (Projekt, Vorhaben): | L - Kommunikation, Navigation und Überwachung (alt) | ||||||||||||||||||||
| Standort: | Oberpfaffenhofen | ||||||||||||||||||||
| Institute & Einrichtungen: | Institut für Kommunikation und Navigation > Nachrichtensysteme | ||||||||||||||||||||
| Hinterlegt von: | Mostafa, Mohamad | ||||||||||||||||||||
| Hinterlegt am: | 13 Okt 2015 17:01 | ||||||||||||||||||||
| Letzte Änderung: | 24 Apr 2024 20:04 |
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