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ACM Journal on Emerging Technologies in Computing Systems
ACM Press
 
   
 
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  1-10 of 11 reviews Date Reviewed 
  A multi-level-optimization framework for FPGA-based cellular neural network implementation
Liu Z., Luo S., Xu X., Shi Y., Zhuo C.  ACM Journal on Emerging Technologies in Computing Systems 14(4): 1-17, 2018. Type: Article

Multi-level optimizations for cellular neural network design with Zybo and ZedBoard field-programmable gate arrays (FPGAs), including the system, module, and design levels, are presented in this paper. At the system level, parallel and tiling proc...

Dec 3 2019
  Neuromemrisitive architecture of HTM with on-device learning and neurogenesis
Zyarah A., Kudithipudi D.  ACM Journal on Emerging Technologies in Computing Systems 15(3): 1-24, 2019. Type: Article

This very comprehensive technical account presents a thoroughly worked out “architecture for the spatial pooler (SP)” of the hierarchical temporal memory (HTM) algorithm. This algorithm is designed to produce invariant representations ...

Oct 11 2019
  Fault-tolerant network-on-chip design with flexible spare core placement
Bhanu P., Kulkarni P., J S.  ACM Journal on Emerging Technologies in Computing Systems 15(1): 1-23, 2019. Type: Article

Swapping a defective core on a reliable network-on-chip (NoC) system requires swift access to an extra core. But how should an efficient fault-tolerant NoC algorithm for flexibly placing a spare core in a mesh network be designed? Bhanu et al. pre...

Aug 22 2019
  Neural network classifiers using a hardware-based approximate activation function with a hybrid stochastic multiplier
Li B., Qin Y., Yuan B., Lilja D.  ACM Journal on Emerging Technologies in Computing Systems 15(1): 1-21, 2019. Type: Article

Li et al. present a novel approach for optimizing neural network implementations, that is, “a new architecture of stochastic neural networks” with a hidden approximate activation function and a hybrid stochastic multiplier that substan...

May 1 2019
  Structured pruning of deep convolutional neural networks
Anwar S., Hwang K., Sung W.  ACM Journal on Emerging Technologies in Computing Systems 13(3): 1-18, 2017. Type: Article

A step toward improving the performance of deep learning by adding rules to node propagation, this paper is an interesting contribution to the area of neural networks....

Dec 20 2017
  Beat frequency detector-based high-speed true random number generators: statistical modeling and analysis
Lao Y., Tang Q., Kim C., Parhi K.  ACM Journal on Emerging Technologies in Computing Systems 13(1): 1-25, 2016. Type: Article

With the increased number of personal electronic devices, the security of these devices and personal information has become a big concern. As effective solutions to securing a system, encryption and the signing of confidential information with dig...

Jun 16 2016
   Delay/power modeling and optimization of FinFET circuit modules under PVT variations: observing the trends between the 22nm and 14nm technology nodes
Tang A., Gao X., Chen L., Jha N.  ACM Journal on Emerging Technologies in Computing Systems 12(4): 1-21, 2016. Type: Article

Driven by the increasing demands of low power and high performance, the semiconductor industry has pushed the device down to below 20 nanometer (nm) scale. Downscaling introduced several challenges, among which short channel effect is one of the m...

Apr 28 2016
  Embedding of large Boolean functions for reversible logic
Soeken M., Wille R., Keszocze O., Miller D., Drechsler R.  ACM Journal on Emerging Technologies in Computing Systems 12(4): 1-26, 2015. Type: Article

In this paper, the authors present solutions to embedded large irreversible functions, which are considered a problem in reversible circuit synthesis. The main contributions include three algorithms for determining the number of additional lines o...

Feb 22 2016
  REDELF: an energy-efficient deadlock-free routing for 3D NoCs with partial vertical connections
Lee J., Kang K., Choi K.  ACM Journal on Emerging Technologies in Computing Systems 12(3): 1-22, 2015. Type: Article

Network-on-chip (NoC) is used for routing packets among multiple functional modules such as memory blocks, processors, communication blocks, and so on in 3D integrated circuits (ICs). A 3D IC installs vertical links on routers using through-silico...

Dec 18 2015
  Matrix calculus for classical and quantum circuits
De Vos A., De Baerdemacker S.  ACM Journal on Emerging Technologies in Computing Systems 11(2): 1-11, 2014. Type: Article

Excepting the final measurement, quantum computations are reversible computations. Quantum computers are infamously hard to construct, but reversible computers are easy (by seminal results of Toffoli). This paper aims to rigorously establish the r...

Dec 17 2014
 
 
 
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