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Oliveri, Giuseppe and Mostafa, Mohamad and Teich, Werner and 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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Abstract
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.
| Item URL in elib: | https://elib.dlr.de/98557/ | ||||||||||||||||||||
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| Document Type: | Conference or Workshop Item (Speech) | ||||||||||||||||||||
| Title: | Advanced low power, high speed nonlinear signal processing: An analog VLSI example | ||||||||||||||||||||
| Authors: |
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| Date: | 2015 | ||||||||||||||||||||
| Refereed publication: | Yes | ||||||||||||||||||||
| Open Access: | No | ||||||||||||||||||||
| Gold Open Access: | No | ||||||||||||||||||||
| In SCOPUS: | No | ||||||||||||||||||||
| In ISI Web of Science: | No | ||||||||||||||||||||
| Status: | Published | ||||||||||||||||||||
| Keywords: | Nonlinear processing, analog VLSI, recurrent neural networks | ||||||||||||||||||||
| Event Title: | 2015 wireless innovation forum European conference on communications technologies and soft defined radio (WinnComm-Europe 2015) | ||||||||||||||||||||
| Event Location: | Erlangen, Germany | ||||||||||||||||||||
| Event Type: | international Conference | ||||||||||||||||||||
| Event Start Date: | 5 October 2015 | ||||||||||||||||||||
| Event End Date: | 9 October 2015 | ||||||||||||||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||||||||||
| HGF - Program: | Aeronautics | ||||||||||||||||||||
| HGF - Program Themes: | air traffic management and operations | ||||||||||||||||||||
| DLR - Research area: | Aeronautics | ||||||||||||||||||||
| DLR - Program: | L AO - Air Traffic Management and Operation | ||||||||||||||||||||
| DLR - Research theme (Project): | L - Communication, Navigation and Surveillance (old) | ||||||||||||||||||||
| Location: | Oberpfaffenhofen | ||||||||||||||||||||
| Institutes and Institutions: | Institute of Communication and Navigation > Communications Systems | ||||||||||||||||||||
| Deposited By: | Mostafa, Mohamad | ||||||||||||||||||||
| Deposited On: | 13 Oct 2015 17:01 | ||||||||||||||||||||
| Last Modified: | 24 Apr 2024 20:04 |
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