Downloads: 138 | Monthly Hits: ⮙14
Review Papers | Electronics & Communication Engineering | India | Volume 3 Issue 3, March 2014
Area Efficient Architecture for Convolution Using Vedic Mathematics
Karishma P Dighorikar, S. L. Haridas
Convolution is a formal mathematical operation, just as multiplication, addition, and integration. Addition takes two numbers and produces a third number, while convolution takes two signals and produces a third signal. Convolution is used in the mathematics of many fields, such as probability and statistics. In linear systems, convolution is used to describe the relationship between three signals of interest: the input signal, the impulse response, and the output signal. Vedic mathematics is used since it reduces time, increases speeed and is easy to implement. It helps to solve problem 10-15 times faster. It covers explanation of several mathematical terms such as algebra, arithmetic, geometry etcThis paper presents a direct method of reducing convolution processing time using hardware computing and implementations of discrete linear convolution of two finite length sequences (NXN) The purpose of this research is to prove the feasibility of an application specific integrated circuit (ASIC) that performs a convolution on an acquired image in real time. The proposed implementation uses a modified hierarchical design approach, which efficiently and accurately speeds up computation; reduces power, hardware resources, and area significantly. The efficiency of the proposed convolution circuit is tested by embedding it in a top level FPGA.It also provides the necessary modularity, expandability, and regularity to form different convolutions for any number of bits.
Keywords: Convolution, Vedic Mathematics, Urdhva-Triyagbhyam Sutra, Active HDL
Edition: Volume 3 Issue 3, March 2014
Pages: 28 - 30
How to Cite this Article?
Karishma P Dighorikar, S. L. Haridas, "Area Efficient Architecture for Convolution Using Vedic Mathematics", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=20131012, Volume 3 Issue 3, March 2014, 28 - 30
Enter Your Email Address and Click Download Button
Similar Articles with Keyword 'Convolution'
A Comparative Study on the Diagnosis of Skin Cancer using different Models in Deep Learning
Surya S Kumar, Dhanesh M S
Review on CNN based Sign Language Recognition Methods
Akash Vijayan, Sajeena .A
Efficient Pipelined FPGA Implementation of Steerable Gaussian Smoothing Filter
Shraddha Barbole, Dr. Sanjeevani Shah
Performance Analysis of Zigzag with RS coded WiMAX System
Divya Jain, Praveen Patidar
A Novel Channel Estimation and Equalization Technique for Two-Way MIMO Relay Communication System
Swathi Balakrishnan, Amit Elizebeth Oommen
Similar Articles with Keyword 'Vedic Mathematics'
Renovated 32 Bit ALU Using Hybrid Techniques
Manju Davis, Uma N
Implementation of RSA Cryptosystem Using Ancient Indian Vedic Mathematics
Shahina M. Salim, Sonal A. Lakhotiya
Design of High Speed 32 Bit Multiplier Architecture Using Vedic Mathematics and Compressors
Deepak Kurmi, V. B. Baru
High Speed Convolution and Deconvolution Algorithm based on Ancient Indian Vedic Mathematics
Priya Lad, Dr. A. A.Gurjar
A Hierarchical Design of 32-bit Vedic Multiplier
Arpita S. Likhitkar, M. N. Thakare, S. R. Vaidya