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Journal ArticleDOI

Rank-order filter design with a sampled-analog multiple-winners-take-all core

Ugur Cilingiroglu, +1 more
- 07 Aug 2002 - 
- Vol. 37, Iss: 8, pp 978-984
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TLDR
A sampled-analog rank-order filter (ROF) architecture of complexity O(n/sup 2/) that yields a very compact structure because the devices used are essentially of minimum geometry and supports full programmability of the rank by means of an analog reference voltage.
Abstract
We propose a sampled-analog rank-order filter (ROF) architecture of complexity O(n/sup 2/). It yields a very compact structure because the devices used are essentially of minimum geometry. Its sole active building block being the simple CMOS inverter, the circuit exhibits an excellent low-voltage compatibility. Furthermore, it can support a rail-to-rail common-mode input range. It is inherently fast due to fully parallel signal processing and speed is expected to increase with technological scaling at the same rate as purely digital circuitry. Finally, it supports full programmability of the rank by means of an analog reference voltage. The ROF is based on a pair of multiple-winners-take-all (mWTA) circuits and a set of AND gates. The paper includes a description of the architecture and a detailed analysis of the mWTA. Most relevant design issues are addressed and experimental results obtained from a fabricated ROF are presented.

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Citations
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Journal ArticleDOI

Analysis and Design of a $k$ -Winners-Take-All Model With a Single State Variable and the Heaviside Step Activation Function

TL;DR: The kWTA model model with a single state variable and a Heaviside step activation function is described and its global stability and finite-time convergence are proven with derived upper and lower bounds.
Patent

Method and apparatus for adaptive real-time signal conditioning, processing, analysis, quantification, comparison, and control

TL;DR: Adaptive Real-Time Embodiments for Multivariate Investigation of Signals (ARTEMIS) as mentioned in this paper is a method, processes, and apparatus for measurement and analysis of variables of different type and origin.
Journal ArticleDOI

Design of a K-Winners-Take-All Model With a Binary Spike Train

TL;DR: The existence and uniqueness of the model steady states are analyzed, the convergence analysis of the state variable trajectories to the KWTA operation is proven, and the convergence time and number of spikes required are derived.
Journal ArticleDOI

A model of analogue K-winners-take-all neural circuit

TL;DR: A model of analogue K-winners-take-all (KWTA) neural circuit which can identify the K largest from N unknown wide range inputs, where 1≤K
Journal ArticleDOI

High-speed high-precision CMOS analog rank order filter with O(n) complexity

TL;DR: A continuous-time implementation of a voltage-mode analog rank order filter is presented and unlike previously reported rank order structures the precision of the proposed circuit does not rely on perfect matching of all input transistors.
References
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Cellular neural networks: applications

TL;DR: Examples of cellular neural networks which can be designed to recognize the key features of Chinese characters are presented and their applications to such areas as image processing and pattern recognition are demonstrated.
Journal ArticleDOI

Parallel processing architectures for rank order and stack filters

TL;DR: A systematic method for applying block processing to rank order filters and stack filters that takes advantage of shared comparisons within the block structure to generate a block filter with shared substructures whose complexity is reduced by up to one-third compared to the original filter structure times the block size.
Journal ArticleDOI

Direct analog rank filtering

TL;DR: An analog method is developed for selecting a rank order element directly from a set of samples and these equations are implemented with analog MOS circuits.
Journal ArticleDOI

A purely capacitive synaptic matrix for fixed-weight neural networks

TL;DR: It is shown that the synaptic function of fixed-weight neural networks can be implemented using only one capacitor, and the resulting synaptic matrix, being devoid of active devices, offers very high space-power efficiency and speed along with large synapse capacity with considerable analog depth.
Journal ArticleDOI

Analog rank extractors

TL;DR: A generalized analog rank extractor is discussed as well as its limitations on the number of inputs and rank, and in a sorting network approach, the presorting and path combination techniques are used to reduce the rank selector implementation.
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