In real world problems solved with machine learning techniques, achieving small error rates is important, but there are situations where an explanation is compulsory. In these situations the stability of the given exp...
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Two architectures for parallel-prefix modulo 2n - 1 adders are presented in this paper. For large wordlengths we introduce the sparse modulo 2n - 1 adders that achieve significant reduction of the wiring complexity wi...
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ISBN:
(纸本)9789972611001
Two architectures for parallel-prefix modulo 2n - 1 adders are presented in this paper. For large wordlengths we introduce the sparse modulo 2n - 1 adders that achieve significant reduction of the wiring complexity without imposing any delay penalty. Then, the Ling-carry formulation of modulo 2n - 1 addition is presented. Ling modulo adders save one logic level of implementation and provide high-speed solutions for smaller adder widths, where wiring complexity is small. The performance of the proposed adders has been validated with static CMOS implementations. In all examined cases, the proposed designs achieve significant savings in both area and delay compared to previously published architectures.
This paper describes a tool devised for automatic design of bioinspired visual processing models using reconfigurable digital hardware. The whole system is indicated for the analysis of vision models, especially those...
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This study presents a new heuristic algorithm for attribute reduction (reduct) selection in the Rough Set Theory (RST) applications, called extended RST. This algorithm is able to derive the rules and identify the mos...
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This study presents a new heuristic algorithm for attribute reduction (reduct) selection in the Rough Set Theory (RST) applications, called extended RST. This algorithm is able to derive the rules and identify the most significant features simultaneously, which is unique and useful in solving quality control problems in manufacturing. The developed algorithm is applied to an industrial case study involving the quality control of Printed Circuit Boards (PCBs). The rules derived from the data set provide an indication of how to study this problem further and create a path for effective further investigation.
This paper proposes a real-time bioinspired visual encoding system for multielectrodes’ stimulation of the visual cortex supported on Field Programmable Logic. This system includes the spatio-temporal preprocessing s...
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In this work we compare some of the freely available parallel Toolboxes for Matlab, which differ in purpose and implementation details: while DP-Toolbox and MultiMatlab offer a higher-level parallel environment, the g...
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This work presents an MLP-like feed-forward network with two-dimensional layers partially connected and other features, such as configurable activation functions and batched backpropagation with different smoothing-mo...
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In this work we present several hardware implementations of a standard multi-layer perceptron and a modified version called extended multilayer perceptron. The implementations have been developed and tested onto a FPG...
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Denial of Service (DoS) attacks have become, in today's Internet, one of the most difficult issues to address. In the DoS attacks, the attackers consume all of the computing or communication resources that are nee...
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Field tests demonstrated the value of enhancements that enable an advanced nonintrusive load monitoring system to tackle complex monitoring environments. Nonintrusive load monitoring (NILM) can determine the operating...
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Field tests demonstrated the value of enhancements that enable an advanced nonintrusive load monitoring system to tackle complex monitoring environments. Nonintrusive load monitoring (NILM) can determine the operating schedule of electrical loads in a target system from measurements made at a centralized location, such as the electric utility service entry. In contrast to other systems, NILM reduces sensor costs by using relatively few sensors.
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