Journal ArticleDOI
Complementary Resistive Switch-Based Smart Sensor Search Engine
TLDR
In this paper, a novel nano-architecture based on a complementary resistive switch (CRS) construct for smart sensor search engines is presented, which is a reduction in power consumption by almost 50% when compared with the more conventional architectures.Abstract:
Sensory search engines in a variety of applications, including DNA sequencing, are beginning to influence the way new search nanoarchitectures are constructed. This paper presents a novel nanoarchitecture based on a complementary resistive switch (CRS) construct for smart sensor search engines. Detailed operational principles of CRS, CRS-based memory array, and image matching applications using the Hamming distance measure are presented along with backing simulation results. The proposed scheme draws upon the inherent windowing behavior of fabricated CRS and hence, the duty cycle thus leading to a power dissipation of 115 nW/b, which is a reduction in power consumption by almost 50% when compared with the more conventional architectures. The variation on the match line is 100 mV/Hamming distance, providing a stable reference source for comparison input and stored data.read more
Citations
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Journal ArticleDOI
A full-function Pavlov associative memory implementation with memristance changing circuit
Le Yang,Zhigang Zeng,Shiping Wen +2 more
TL;DR: A memristance changing circuit in which Memristance is changed only by the positive voltage is presented, which is utilized as synapses to construct a neural network to imitate full-function Pavlov associative memory.
Journal ArticleDOI
On the generalization of composite memristive network structures for computational analog/digital circuits and systems
TL;DR: The proposed circuit design approach constitutes a step forward towards novel memristor-based nanoelectronic computational systems and architectures and the extraordinary features of composite memristive network topologies are explored.
Journal ArticleDOI
Memristive Quantized Neural Networks: A Novel Approach to Accelerate Deep Learning On-Chip
TL;DR: A novel approach to accelerate on-chip learning systems using memristive quantized neural networks (M-QNNs) is presented, which can significantly reduce computational time and memory during the process of image recognition.
Journal ArticleDOI
A memristor-based neural network circuit with synchronous weight adjustment
Le Yang,Zhigang Zeng,Xinming Shi +2 more
TL;DR: A neuron circuit connecting memristor-CMOS hybrid synaptic circuits whose memristance can be adjusted simply by the positive voltage is proposed, achieving character recognition and a multi-layer neural network (MNN) for pattern classification.
Journal ArticleDOI
High-Performance Flexible Resistive RAM With PVP:GO Composite and Ultrathin HfO x Hybrid Bilayer
TL;DR: In this paper, a flexible resistive random access memory (RRAM) was developed with a PVP:GO equivolume solution spin-coated and atomic layer deposited ultrathin HfO x as an active bilayer.
References
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TL;DR: Comparative genomic analysis indicates vertebrate expansions of genes associated with neuronal function, with tissue-specific developmental regulation, and with the hemostasis and immune systems are indicated.
Journal ArticleDOI
The missing memristor found
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Journal ArticleDOI
An integrated map of genetic variation from 1,092 human genomes
Gonçalo R. Abecasis,Adam Auton,Lisa D. Brooks,Mark A. DePristo,Richard Durbin,Robert E. Handsaker,Robert E. Handsaker,Hyun Min Kang,Gabor T. Marth,Gil McVean +9 more
TL;DR: It is shown that evolutionary conservation and coding consequence are key determinants of the strength of purifying selection, that rare-variant load varies substantially across biological pathways, and that each individual contains hundreds of rare non-coding variants at conserved sites, such as motif-disrupting changes in transcription-factor-binding sites.
Journal ArticleDOI
Memristor-The missing circuit element
TL;DR: In this article, the memristor is introduced as the fourth basic circuit element and an electromagnetic field interpretation of this relationship in terms of a quasi-static expansion of Maxwell's equations is presented.
Journal ArticleDOI
A Map of Human Genome Variation From Population-Scale Sequencing
Gonçalo R. Abecasis,David Altshuler,David Altshuler,Adam Auton,Lisa D Brooks,Richard Durbin,Richard A. Gibbs,Matthew E. Hurles,Gil McVean +8 more
TL;DR: The 1000 Genomes Project aims to provide a deep characterization of human genome sequence variation as a foundation for investigating the relationship between genotype and phenotype as mentioned in this paper, and the results of the pilot phase of the project, designed to develop and compare different strategies for genomewide sequencing with high-throughput platforms.