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AN ABSTRACT OF THE THESIS OFAPARNA REDDY KOTTE, for the Master of science degree in Electrical and Computer Engineering, presented on November 5,2020, at Southern Illinois University Carbondale. TITLE: MEMRISTOR BASED SRAM MAJOR PROFESSOR: Dr. Haniotokis
Kotte, Aparna Reddy
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Emerging Memory and Device Technologies for Hardware‐Accelerated Model Training and Inference
This review investigates the suitability of various emerging memory technologies as compute‐in‐memory hardware for artificial intelligence (AI) applications. Distinct requirements for training‐ and inference‐centric computing are discussed, spanning device physics, materials, and system integration.
Yoonho Cho +6 more
wiley +1 more source
ANALYSIS OF FILTER CHARACTERISTICS BASED ON PWL MEMRISTOR
Memristor is claimed as a passive two terminal fundamental circuit element in 1971 and declared to be physically fabricated in 2008. The memristor can provide new features in analog circuit design thanks to its properties which cannot be mimicked by a ...
Şuayb Çağrı YENER +2 more
doaj +2 more sources
Memristor based programmable oscillators
U ovom završnom radu opisani su memristor i njegova svojstva, način rada te primjena u analognim sklopovima. Memristor je elektronička komponenta koja definira odnos između dvije elektromagnetske veličine, a to su: magnetski tok i električni naboj ...
Tomljenović, Hrvoje
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ABSTRACT With the continuous development of computer image processing, developing efficient and low‐power computing devices has become a key challenge. Memristors have integrated in‐situ storage and computing capabilities, making them an ideal choice for low‐power image processing computing architectures. However, current memristors are confronted with
Tengyu Li +4 more
wiley +1 more source
Significant interest has been placed on developing systems based on memristors since the initial fabrication by HP Labs in 2008 [1]. The memristor is a nanoscale device with dynamic resistance that is able to retain the last programmed resistance value ...
Yakopcic, Chris
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Analog Weight Update Rule in Ferroelectric Hafnia, Using picoJoule Programming Pulses
Resistive, ferroelectric synaptic weights based on BEOL‐compatible hafnia/zirconia nanolaminates are fabricated. Lateral downscaling the devices below 10 µm2 enables 20 ns programming with electrical pulses, dissipating ≤ 3 pJ. Experimental results show that final conductance state is set by pulse amplitude, and is largely independent of the initial ...
Alexandre Baigol +7 more
wiley +1 more source
Development of memristor based circuits
"As memristors are not yet on the market, the development of memristor emulators and memristor based circuits is very important for real and practical engineering applications. The objectives of this book are to review the basic concepts of the memristor,
Iu, Herbert Ho-Ching, Fitch, Andrew L.
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Synchronization of Analog Neuron Circuits With Digital Memristive Synapses: An Hybrid Approach
An hybrid circuit mimicking neural units coupled using memristive synapses is introduced. The analog neurons provide flexibility and robustness, and the digital memristive coupling guarantees the full reconfigurability of the interconnection. The onset of a synchronized spiking behavior in two circuits mimicking the Izhikevich neuron is discussed from ...
Lamberto Carnazza +3 more
wiley +1 more source
De memristor in feedback control systemen - The memristor in feedback control systems
In 2008 Hewlett-Packard requested a patent on a passive memristive device, which caused the memristor to become a popular area of research again. This thesis focuses on the mathematical derivation and definition of a memristor and how we can incorporate ...
Chrétien, C. (author)
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