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Title: :  IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD
PaperId: :  9810
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 5 Issue 2 2019
DUI:    16.0415/IJARIIE-9810
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
YESODHA.PPrince Shri Venkateshwara Padmavathy Engineering College,Ponmar
ROSHINI.SPrince Shri Venkateshwara Padmavathy Engineering College,Ponmar
SOWMIYA.RPrince Shri Venkateshwara Padmavathy Engineering College,Ponmar

Abstract

Electronics and communication engineering
Convolution neural network, Mitchell’s algorithm, low worst case error, operand decomposition, digital signal processing
Generally multiplication consumes more power, area and are complex. Multiplication plays a vital role in implementation of many Digital Signal Processing (DSP) applications. One feasible alternative solution to simplify multiplication in the use of Logarithmic Number System, instead of binary. For exact fixed-point multiplication a matrix multiplier is usually used. The LNS based Approximate Logarithmic Multiplier implemented using Mitchell’s algorithm significantly reduces area, power and time delay while having low worst-case error which are used in the application of Convolutional neural networks. Mitchell algorithm is done by taking logarithm for the two binary inputs, adding them and finally taking antilogarithm for the added result. Thus, the multiplication is converted to addition. The proposed system, operand decomposition shows a significant increase in the amount of accuracy over the existing method when applied to the logarithmic multiplication. Operand Decomposition performs Mitchell algorithm twice according to the method, in order to improve the accuracy.

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IJARIIE YESODHA.P, ROSHINI.S, and SOWMIYA.R. "IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD" International Journal Of Advance Research And Innovative Ideas In Education Volume 5 Issue 2 2019 Page 1253-1259
MLA YESODHA.P, ROSHINI.S, and SOWMIYA.R. "IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD." International Journal Of Advance Research And Innovative Ideas In Education 5.2(2019) : 1253-1259.
APA YESODHA.P, ROSHINI.S, & SOWMIYA.R. (2019). IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD. International Journal Of Advance Research And Innovative Ideas In Education, 5(2), 1253-1259.
Chicago YESODHA.P, ROSHINI.S, and SOWMIYA.R. "IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD." International Journal Of Advance Research And Innovative Ideas In Education 5, no. 2 (2019) : 1253-1259.
Oxford YESODHA.P, ROSHINI.S, and SOWMIYA.R. 'IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD', International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, 2019, p. 1253-1259. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/IMPLEMENTATION_OF_LNS_BASED_APPROXIMATE_LOGARITHMIC_MULTIPLIER_USING_OPERAND_DECOMPOSITION_METHOD_ijariie9810.pdf (Accessed : 31 May 2020).
Harvard YESODHA.P, ROSHINI.S, and SOWMIYA.R. (2019) 'IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD', International Journal Of Advance Research And Innovative Ideas In Education, 5(2), pp. 1253-1259IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/IMPLEMENTATION_OF_LNS_BASED_APPROXIMATE_LOGARITHMIC_MULTIPLIER_USING_OPERAND_DECOMPOSITION_METHOD_ijariie9810.pdf (Accessed : 31 May 2020)
IEEE YESODHA.P, ROSHINI.S, and SOWMIYA.R, "IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD," International Journal Of Advance Research And Innovative Ideas In Education, vol. 5, no. 2, pp. 1253-1259, Mar-App 2019. [Online]. Available: https://ijariie.com/AdminUploadPdf/IMPLEMENTATION_OF_LNS_BASED_APPROXIMATE_LOGARITHMIC_MULTIPLIER_USING_OPERAND_DECOMPOSITION_METHOD_ijariie9810.pdf [Accessed : 31 May 2020].
Turabian YESODHA.P, ROSHINI.S, and SOWMIYA.R. "IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 5 number 2 (31 May 2020).
Vancouver YESODHA.P, ROSHINI.S, and SOWMIYA.R. IMPLEMENTATION OF LNS BASED APPROXIMATE LOGARITHMIC MULTIPLIER USING OPERAND DECOMPOSITION METHOD. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2019 [Cited : 31 May 2020]; 5(2) : 1253-1259. Available from: https://ijariie.com/AdminUploadPdf/IMPLEMENTATION_OF_LNS_BASED_APPROXIMATE_LOGARITHMIC_MULTIPLIER_USING_OPERAND_DECOMPOSITION_METHOD_ijariie9810.pdf
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