[PDF][PDF] A systolic 2-D convolution chip

HT Kung, SW Song - COMPUTER SCIENCE, 1981 - Citeseer
chip for performing the 2-D (two-dimensional) convolution in signal and image processing.
The chip, based on a systolic … the basic cell, the chip allows convolving a kxk window with an …

2-D systolic arrays for realization of 2-D convolution

HK Kwan, TS Okullo-Oballa - IEEE transactions on circuits and …, 1990 - ieeexplore.ieee.org
… In this paper, two 2-D systolic arrays for 2-D convolution … is suitable for applications limited
by chip area. Method I1 is most … , method I1 has the lower input and output pin count per chip. …

High-speed 2-D hardware convolution architecture based on VLSI systolic arrays

DD Haule, AS Malowany - Conference Proceeding IEEE Pacific …, 1989 - ieeexplore.ieee.org
… a special purpose systolic image convolution processor meant for use in … chip design is
systolic permitting the cascading of basic cells as building blocks to implement a 2-D convolution

S2 Engine: A Novel Systolic Architecture for Sparse Convolutional Neural Networks

J Yang, W Fu, X Cheng, X Ye, P Dai… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
… -chip energy is evaluated separately under different configurations as shown in Fig. 11. Our
proposed PE array achieves better on-chip … level C code to a 2-D systolic array-based FPGA …

CompAct: on-chip com pression of act ivations for low power systolic array based CNN acceleration

J Zhang, P Raj, S Zarar, A Ambardekar… - ACM Transactions on …, 2019 - dl.acm.org
… of systolic array (SA) based convolutional neural network (CNN) accelerators for mobile and
embedded domains. On- and off-chip … on-chip activation buffer: the size of the 2-D activation …

An advanced programmable 2D-convolution chip for, real time image processing

V Hecht, K Ronner - 1991 IEEE International Symposium on …, 1991 - ieeexplore.ieee.org
systolic array implementation of the 2D convolution algorithm for real-time image processing
applications is presented. The chip contrasts with available convolution chipssystolic array …

A two-level pipelined systolic array for convolutions

HT Kung, LM Ruane, DWL Yen - VLSI Systems and Computations, 1981 - Springer
… or example, the 2-D convolution using a general 4 x 4 kernel would require 16 mul tiplica …
these pipe lined chips can be efficiently combined. to form a systolic convolution array. The …

Systolic realisation for 2-D convolution using configurable functional method in VLSI parallel array designs

C Wengang, L Yanda, J Yue - IEE Proceedings E (Computers and Digital …, 1991 - IET
… , it is very easy to be tailored to fit different algorithms as in the CHiP presented by Snyder
[4]. The 2-D systolic realisation of the 2-D convolution is a vital aspect of the CFM flexibilities. …

COSY: An energy-efficient hardware architecture for deep convolutional neural networks based on systolic array

C Xin, Q Chen, M Tian, M Ji, C Zou… - 2017 IEEE 23rd …, 2017 - ieeexplore.ieee.org
… COSY adopts the method of systolic array to achieve the storage sharing between … -chip
storage. Multiple COSY arrays sharing the same storage can execute multiple 2-D convolutions

A SYSTOLIC 2-D CONVOLUTION CHIP1

SW Song - … and Image Processing: Algorithms and Programs, 1982 - books.google.com
… In this paper we describe a chip, based on a novel systolic design, for performing the 2-D
convolution operator. The chip consists of essentially only one type of simple cells, which …