you can watch this Presentation from
https://www.youtube.com/watch?v=1LO0QPSk-L4&feature=youtu.be
*Contents:
1-What is Memristor?
2-Basic Operation
3-Why Memristor?
4-Memristor Fabrication
5- Memristor Modeling & Emulating
6-Applications of Memristors in
a) Memories
b) Logic and FPGA
c) Neural Networks
d) Analog circuits
Memristor structures in non volatile memory(submit with ramin vaghar mousavi) Ramin Vaghar Mousavi
Leon Chua, who is considered to be the father of non-linear circuit theory, has argued that all 2-terminal non-volatile memory devices including ReRAM should be considered Memristors .
MEMRISTOR:-
THIS IS A FOURTH FUNDAMENTAL ELEMENT WHICH WE DON'T COME ACROSS MOSTLY IN OUR ELECTRICAL LIFE..SO THIS PPT GIVES YOU A PROPER VIEW ON MEMRISTOR...THIS IS AN ELEMENT MADE WITH A COMBINATION OF BOTH MEME
you can watch this Presentation from
https://www.youtube.com/watch?v=1LO0QPSk-L4&feature=youtu.be
*Contents:
1-What is Memristor?
2-Basic Operation
3-Why Memristor?
4-Memristor Fabrication
5- Memristor Modeling & Emulating
6-Applications of Memristors in
a) Memories
b) Logic and FPGA
c) Neural Networks
d) Analog circuits
Memristor structures in non volatile memory(submit with ramin vaghar mousavi) Ramin Vaghar Mousavi
Leon Chua, who is considered to be the father of non-linear circuit theory, has argued that all 2-terminal non-volatile memory devices including ReRAM should be considered Memristors .
MEMRISTOR:-
THIS IS A FOURTH FUNDAMENTAL ELEMENT WHICH WE DON'T COME ACROSS MOSTLY IN OUR ELECTRICAL LIFE..SO THIS PPT GIVES YOU A PROPER VIEW ON MEMRISTOR...THIS IS AN ELEMENT MADE WITH A COMBINATION OF BOTH MEME
Memristors and their potential applications 2012Md Kafiul Islam
Memristor (Memory-Resistor) which is a 4th basic passive electrical circuit element after resistor, capacitor and inductor, initially proposed by Dr Leon Chua back in 1971, has a promising future in electronics. The potential applications of the use of memristor in different circuits, both analog and digital, have made researchers to think of this device in many applications. This is a literature review of some of the potential applications proposed by the researchers.
A memristor is an electrical component that limits or regulates the flow of electrical current in a circuit and remembers the amount of charge that has previously flowed through it. Memristors are important because they are non-volatile, meaning that they retain memory without power.
Every person with an electronics background will be familiar with the three fundamental circuit elements - the resistor, the capacitor, and the inductor. These three elements are defined by the relation between two of the four fundamental circuit variables -
current, voltage, charge and flux.
In 1971, Leon Chua reasoned on the grounds of symmetry that there should be a fourth fundamental circuit element which gives the relationship between flux and charge. He named this circuit element the memristor, which is short for memory resistor. In May 2008, researchers at HP Labs published a paper announcing a model for the physical realization of the memristor.
It is proposed that memory storage devices that has very high data density and computers that require no time for boot up can be developed using memristor based hardware. A new physical quantity which is also introduced associated with memristor. It also solves someunexplained voltage current characteristics observed in certain materials at atomic levels.
The memristor (/ˈmɛmrɨstər/; a portmanteau of memory resistor) was a term coined in 1971 by circuit theorist Leon Chua as a missing non-linear passive two-terminal electrical component relating electric charge and magnetic flux linkage.[1] The operation of RRAM devices was recently connected to the memristor concept.[2] According to the characterizing mathematical relations, the memristor would hypothetically operate in the following way. The memristor's electrical resistance is not constant but depends on the history of current that had previously flowed through the device, i.e., its present resistance depends on how much electric charge has flowed in what direction through it in the past. The device remembers its history—the so-called non-volatility property
you can be friend with me on orkut
"mangalforyou@gmail.com" : i belive in sharing the knowledge so please send project reports ,seminar and ppt. to me .
Memristors are basically a fourth class of electrical circuit, joining the resistor, the capacitor, and the inductor, that exhibit their unique properties primarily at the nanoscale. Theoretically, Memristors, a concatenation of “memory resistors”, are a type of passive circuit elements that maintain a relationship between the time integrals of current and voltage across
a two terminal element. Thus, a memristors resistance varies according to a devices memristance function, allowing, via tiny read charges, access to a “history” of applied voltage. The material implementation of memristive effects can be determined in part by the presence of hysteresis (an accelerating rate of change as an object moves from one state to another) which, like many other non-linear “anomalies” in contemporary circuit theory, turns out to be less an anomaly than a fundamental property of passive circuitry.
Memristors and their potential applications 2012Md Kafiul Islam
Memristor (Memory-Resistor) which is a 4th basic passive electrical circuit element after resistor, capacitor and inductor, initially proposed by Dr Leon Chua back in 1971, has a promising future in electronics. The potential applications of the use of memristor in different circuits, both analog and digital, have made researchers to think of this device in many applications. This is a literature review of some of the potential applications proposed by the researchers.
A memristor is an electrical component that limits or regulates the flow of electrical current in a circuit and remembers the amount of charge that has previously flowed through it. Memristors are important because they are non-volatile, meaning that they retain memory without power.
Every person with an electronics background will be familiar with the three fundamental circuit elements - the resistor, the capacitor, and the inductor. These three elements are defined by the relation between two of the four fundamental circuit variables -
current, voltage, charge and flux.
In 1971, Leon Chua reasoned on the grounds of symmetry that there should be a fourth fundamental circuit element which gives the relationship between flux and charge. He named this circuit element the memristor, which is short for memory resistor. In May 2008, researchers at HP Labs published a paper announcing a model for the physical realization of the memristor.
It is proposed that memory storage devices that has very high data density and computers that require no time for boot up can be developed using memristor based hardware. A new physical quantity which is also introduced associated with memristor. It also solves someunexplained voltage current characteristics observed in certain materials at atomic levels.
The memristor (/ˈmɛmrɨstər/; a portmanteau of memory resistor) was a term coined in 1971 by circuit theorist Leon Chua as a missing non-linear passive two-terminal electrical component relating electric charge and magnetic flux linkage.[1] The operation of RRAM devices was recently connected to the memristor concept.[2] According to the characterizing mathematical relations, the memristor would hypothetically operate in the following way. The memristor's electrical resistance is not constant but depends on the history of current that had previously flowed through the device, i.e., its present resistance depends on how much electric charge has flowed in what direction through it in the past. The device remembers its history—the so-called non-volatility property
you can be friend with me on orkut
"mangalforyou@gmail.com" : i belive in sharing the knowledge so please send project reports ,seminar and ppt. to me .
Memristors are basically a fourth class of electrical circuit, joining the resistor, the capacitor, and the inductor, that exhibit their unique properties primarily at the nanoscale. Theoretically, Memristors, a concatenation of “memory resistors”, are a type of passive circuit elements that maintain a relationship between the time integrals of current and voltage across
a two terminal element. Thus, a memristors resistance varies according to a devices memristance function, allowing, via tiny read charges, access to a “history” of applied voltage. The material implementation of memristive effects can be determined in part by the presence of hysteresis (an accelerating rate of change as an object moves from one state to another) which, like many other non-linear “anomalies” in contemporary circuit theory, turns out to be less an anomaly than a fundamental property of passive circuitry.
Time and Low Power Operation Using Embedded Dram to Gain Cell Data RetentionIJMTST Journal
Logic compatible gain cell (GC)-embedded DRAM (eDRAM) arrays are considered an alternative to SRAM because of their small size, non rationed operation, low static leakage, and two port functionality. But traditional GC-eDRAM implementations require boosted control signals in order to write full voltage levels to the cell to reduce the refresh rate and shorten access times. The boosted levels require an extra power supply or on-chip charge pumps, as well as nontrivial level shifting and toleration of high voltage levels. In this paper, we present a novel, logic compatible, 3T GC-eDRAM bit cell that operates with a single-supply voltage and provides superior write capability to the conventional GC structures. The proposed circuit is demonstrated in 0.25μm CMOS process targeted at low power, energy efficient application.
At a time when the end of Moore's Law is imminent, the quest for a suitable alternative finds a possible destination at Spintronicsl trlying on the spin of an electron instead of its charge. Magnetoresistive RAM uses electron spin and associated magnetic moment for memory purposes.
MRAM promises to be the Holy Grail of the memory world, promising features like amazingly high endurance, low power, non volatility, reduced read and write times, among many others.
IJERA (International journal of Engineering Research and Applications) is International online, ... peer reviewed journal. For more detail or submit your article, please visit www.ijera.com
Research Inventy : International Journal of Engineering and Scienceresearchinventy
Research Inventy : International Journal of Engineering and Science is published by the group of young academic and industrial researchers with 12 Issues per year. It is an online as well as print version open access journal that provides rapid publication (monthly) of articles in all areas of the subject such as: civil, mechanical, chemical, electronic and computer engineering as well as production and information technology. The Journal welcomes the submission of manuscripts that meet the general criteria of significance and scientific excellence. Papers will be published by rapid process within 20 days after acceptance and peer review process takes only 7 days. All articles published in Research Inventy will be peer-reviewed.
Process Variation and Radiation-Immune Single Ended 6T SRAM CellIDES Editor
The leakage power can dominate the system power
dissipation and determine the battery life in battery-operated
applications with low duty cycles, such as the wireless sensors,
cellular phones, PDAs or pacemakers. Driven by the need of
ultra-low power applications, this paper presents single ended
6T SRAM (static random access memory) cell which is also
radiation hardened due to maximum use of PMOS
transistors. Due to process imperfection, starting from the 65
nm technology node, device scaling no longer delivers the
power gains. Since then the supply voltage has remained
almost constant and improvement in dynamic power has
stagnated, while the leakage currents have continued to
increase. Therefore, power reduction is the major area of
concern in today’s circuit with minimum-geometry devices
such as nanoscale memories. The proposed design in this
paper saves dynamic write power more than 50%. It also
offers 29.7% improvement in TWA (write access time), 38.5%
improvement in WPWR (write power), 69.6% improvement in
WEDP (write energy delay product), 26.3% improvement in
WEDP variability, 5.6% improvement in RPWR (read power) at
the cost of 22.5% penalty in SNM (static noise margin) at
nominal voltage of VDD = 1 V. The tighter spread in write EDP
implies its robustness against process and temperature
variations. Monte Carlo simulation measurements validate
the design at 32 nm technology node.
Describe what is Artificial Intelligence. What are its goals and Approaches. Different Types of Artificial Intelligence Explain Machine learning and took one Algorithm "K-means Algorithm" and explained
Describe what is Artificial Intelligence. What are its goals and Approaches. Different Types of Artificial Intelligence
Explain Machine learning and took one Algorithm "K-means Algorithm" and explained
4G technology (Fourth Generation Mobile System)Muhammad Ahmed
4G is here to replace the 3G systems. 4G is abbreviation of “Fourth Generation Mobile System” and successor of 3G, 2G, and 1G mobile technologies. The main purpose 4G deploying is to provide secure broadband access for devices like smart phones, laptops, netbooks and other devices requiring IP based internet access. To end user, their newly purchased mobile devices will have faster and more reliable internet access.
zkStudyClub - Reef: Fast Succinct Non-Interactive Zero-Knowledge Regex ProofsAlex Pruden
This paper presents Reef, a system for generating publicly verifiable succinct non-interactive zero-knowledge proofs that a committed document matches or does not match a regular expression. We describe applications such as proving the strength of passwords, the provenance of email despite redactions, the validity of oblivious DNS queries, and the existence of mutations in DNA. Reef supports the Perl Compatible Regular Expression syntax, including wildcards, alternation, ranges, capture groups, Kleene star, negations, and lookarounds. Reef introduces a new type of automata, Skipping Alternating Finite Automata (SAFA), that skips irrelevant parts of a document when producing proofs without undermining soundness, and instantiates SAFA with a lookup argument. Our experimental evaluation confirms that Reef can generate proofs for documents with 32M characters; the proofs are small and cheap to verify (under a second).
Paper: https://eprint.iacr.org/2023/1886
GraphSummit Singapore | The Art of the Possible with Graph - Q2 2024Neo4j
Neha Bajwa, Vice President of Product Marketing, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Goodbye Windows 11: Make Way for Nitrux Linux 3.5.0!SOFTTECHHUB
As the digital landscape continually evolves, operating systems play a critical role in shaping user experiences and productivity. The launch of Nitrux Linux 3.5.0 marks a significant milestone, offering a robust alternative to traditional systems such as Windows 11. This article delves into the essence of Nitrux Linux 3.5.0, exploring its unique features, advantages, and how it stands as a compelling choice for both casual users and tech enthusiasts.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Full-RAG: A modern architecture for hyper-personalizationZilliz
Mike Del Balso, CEO & Co-Founder at Tecton, presents "Full RAG," a novel approach to AI recommendation systems, aiming to push beyond the limitations of traditional models through a deep integration of contextual insights and real-time data, leveraging the Retrieval-Augmented Generation architecture. This talk will outline Full RAG's potential to significantly enhance personalization, address engineering challenges such as data management and model training, and introduce data enrichment with reranking as a key solution. Attendees will gain crucial insights into the importance of hyperpersonalization in AI, the capabilities of Full RAG for advanced personalization, and strategies for managing complex data integrations for deploying cutting-edge AI solutions.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
GraphSummit Singapore | The Future of Agility: Supercharging Digital Transfor...Neo4j
Leonard Jayamohan, Partner & Generative AI Lead, Deloitte
This keynote will reveal how Deloitte leverages Neo4j’s graph power for groundbreaking digital twin solutions, achieving a staggering 100x performance boost. Discover the essential role knowledge graphs play in successful generative AI implementations. Plus, get an exclusive look at an innovative Neo4j + Generative AI solution Deloitte is developing in-house.
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
How to Get CNIC Information System with Paksim Ga.pptxdanishmna97
Pakdata Cf is a groundbreaking system designed to streamline and facilitate access to CNIC information. This innovative platform leverages advanced technology to provide users with efficient and secure access to their CNIC details.
UiPath Test Automation using UiPath Test Suite series, part 5DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 5. In this session, we will cover CI/CD with devops.
Topics covered:
CI/CD with in UiPath
End-to-end overview of CI/CD pipeline with Azure devops
Speaker:
Lyndsey Byblow, Test Suite Sales Engineer @ UiPath, Inc.
Unlocking Productivity: Leveraging the Potential of Copilot in Microsoft 365, a presentation by Christoforos Vlachos, Senior Solutions Manager – Modern Workplace, Uni Systems
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
Dr. Sean Tan, Head of Data Science, Changi Airport Group
Discover how Changi Airport Group (CAG) leverages graph technologies and generative AI to revolutionize their search capabilities. This session delves into the unique search needs of CAG’s diverse passengers and customers, showcasing how graph data structures enhance the accuracy and relevance of AI-generated search results, mitigating the risk of “hallucinations” and improving the overall customer journey.
Climate Impact of Software Testing at Nordic Testing DaysKari Kakkonen
My slides at Nordic Testing Days 6.6.2024
Climate impact / sustainability of software testing discussed on the talk. ICT and testing must carry their part of global responsibility to help with the climat warming. We can minimize the carbon footprint but we can also have a carbon handprint, a positive impact on the climate. Quality characteristics can be added with sustainability, and then measured continuously. Test environments can be used less, and in smaller scale and on demand. Test techniques can be used in optimizing or minimizing number of tests. Test automation can be used to speed up testing.
2. Memristor Technology
INTRODUCTION:
Memristor is a computer component that offers both memory and logic functions in one simple
package. A ‘mem’ memory, ristor ‘resistor’ is a passive two-terminal circuit element that
maintains a functional relationship between the time integrals of current and voltage. It has the
potential to transform the semiconductor industry, enabling smaller, faster, cheaper chips and
computers.
"In 2014 possibly, or certainly by 2015, we will have a competitor for DRAM and then we'll
replace SRAM," said Stan Williams Senior Fellow of HP.
Working:
Memristor is an electrically switchable semiconductor thin film sandwiched between two metals.
The internal state variable determines the length of doped region with low resistance against un-
doped region with high resistivity. By passing current from memristor in one direction will
increase the resistance while changing the direction of the applied current will decrease its
resistance. On the other hand, it is clear that in this element, passing current in one direction for
longer period of time will change the resistance of the memristor.
Fig. Structure of the memristor reported by HP researchers and its equivalent circuit model.
As a result, memristor is nothing else than the analog variable resistor which its resistance can
be adjusted by changing the direction and duration of the applied voltage or current. Therefore,
memristor can be used as a storage device in which analog values can be stored as impedance
instead of voltage.
3. Features of memristor:
a) Simple Structure:
The structure is a well ordered, periodic and simple, this is the
reason we get nanoscale resolution. Bits which are transferred to
DRAM, USB’s etc are in microsecond, but if we have a memristor it will transfer bits in
nanoseconds.
b) Fast, low power and cheap:
Memristors works hundred times faster than flash and uses a hundred times less
energy. Also, memristors don't need exotic materials and don't need low temperatures to
work.
c) Nonvolatile memory:
It has a nonvolatile memory, means it does not loss data whenever the computer boots
up. Non-volatile state can be accomplished by memristor because their state is encoded
by impendence (physically) not voltage.
Applications of memristor:
a) Crossbar latches as transistor replacements:
When solid state memristor is combined into devices called crossbar latches which
would replace transistors in future computers taking up a much smaller area. They could
replace transistors in some components of logic gates and memory cells in digital
electronic system.
b) Low power and remote sensing application:
Low power is application software; it is easy to collect data on dangerous areas e.g.
Antarctica.
There are two types of remote sensing:
Passive remote sensing: It is detected
through radiations which they emit and reflect
by some object. Sunlight is the common source
of radiation.
Active remote sensing: Real life example of
active remote sensing is infrared and
photography Radar is another example.
How low power and remote sensing
application made:
1. They are made by combination of
capacitors and inductors circuits they allow
storage charge for memristors.
2. It can allow nanoscale low power memory.
3. Distributed state storage of charge as more extension of ram capabilities.
4. They are not real in terms of time to market.
4. c) Uses of memristor in field of medical:
Researchers in South Korea made a digital memory that
can store data without constant power. Memories could find
applications in electronic paper for more comfortable
reading and in wearable computers, which could be used in
medical monitoring and treatments. It can bends easily round a pencil-sized rod.
d) Future of flash drives:
Memristor is used as a cheaper and faster alternative to
flash memory.
They are replacing flash memories. Non-volatile memory is
build with memristors, meaning that unlike DRAM they’ll
retain information even when you turn off the power.
Memristor runs 10 times faster while using 10 times less
power than flash memory. Memristors could eventually store data and process data.
Advantages of Memristor Technology:
a) Memristor allows for quicker boot up since information is not lost when the device is
turned off.
b) Memristors are faster, cheaper and smaller than RAM and flash memories.
c) It has more storage capacity than flash memories, DRAM and RAM.
d) It uses less energy and produces less heat.
e) It does not lose information when turned off because of its non-volatile nature.
f) RAM and flash memories use only 0 and 1 while memristor can use anything between 0
and 1 (0.3, 0.8, 0.5, etc.)
Disadvantages of Memristor technology:
a) If a computer is infected with a virus, the memristors may cause the computer to keep
rebooting with the same problem because the memory will not be lost after reboot.
b) Memristors ability to learn from patterns, if a bad pattern is present at an early stage, the
computer's problem could grow worse and worse at a rapid rate.
c) They store data can never be deleted.
Conclusion:
It is possible to obtain the same function with fewer components, making the circuit itself less
expensive and significantly decrease its power consumption. In fact, it can be hoped to combine
memristor with traditional circuit design element to produce a new device that does a new
computation. Thus the memristor forms a bridge between present technology and future
technology.