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Advanced low power, high speed nonlinear signal processing: An analog VLSI example

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.

Full text not available from this repository.

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/
Document Type:Conference or Workshop Item (Speech)
Title:Advanced low power, high speed nonlinear signal processing: An analog VLSI example
Authors:
AuthorsInstitution or Email of AuthorsAuthor's ORCID iDORCID Put Code
Oliveri, GiuseppeUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Mostafa, MohamadUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Teich, WernerUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
Lindner, JürgenUNSPECIFIEDUNSPECIFIEDUNSPECIFIED
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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