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Tag: Algorithm

  • New Backpropagation Algorithm With Type-2 Fuzzy Weights for Neural Networks, …

    New Backpropagation Algorithm With Type-2 Fuzzy Weights for Neural Networks, …



    New Backpropagation Algorithm With Type-2 Fuzzy Weights for Neural Networks, …

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    Introducing a Revolutionary Approach: New Backpropagation Algorithm With Type-2 Fuzzy Weights for Neural Networks

    In the world of artificial intelligence and machine learning, the backpropagation algorithm has long been a cornerstone for training neural networks. However, traditional backpropagation algorithms often struggle with uncertainty and imprecision in data, leading to suboptimal performance.

    But fear not, as a groundbreaking new approach is here to revolutionize the field. Introducing the new backpropagation algorithm with Type-2 fuzzy weights for neural networks. This innovative algorithm harnesses the power of fuzzy logic to handle uncertainty and imprecision in data with unparalleled efficiency.

    By incorporating Type-2 fuzzy weights into the backpropagation process, this algorithm is able to adapt and learn from data in a more robust and flexible manner. It not only improves the accuracy and performance of neural networks but also enhances their ability to handle complex and dynamic data sets.

    With this new approach, researchers and practitioners can unlock new possibilities in AI and machine learning applications. From image recognition to natural language processing, the potential applications of this algorithm are vast and promising.

    So, if you’re looking to take your neural network training to the next level, don’t miss out on this game-changing innovation. Stay tuned for more updates and insights on the new backpropagation algorithm with Type-2 fuzzy weights for neural networks. The future of AI awaits!
    #Backpropagation #Algorithm #Type2 #Fuzzy #Weights #Neural #Networks

  • On-Chip Training NPU – Algorithm, Architecture and SoC Design

    On-Chip Training NPU – Algorithm, Architecture and SoC Design


    Price: $159.99 – $81.22
    (as of Dec 29,2024 04:41:16 UTC – Details)


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    Publisher ‏ : ‎ Springer; 2023rd edition (July 28, 2023)
    Language ‏ : ‎ English
    Hardcover ‏ : ‎ 260 pages
    ISBN-10 ‏ : ‎ 3031342364
    ISBN-13 ‏ : ‎ 978-3031342363
    Item Weight ‏ : ‎ 2.31 pounds
    Dimensions ‏ : ‎ 6.14 x 0.63 x 9.21 inches

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    On-Chip Training NPU – Algorithm, Architecture and SoC Design

    In recent years, the demand for artificial intelligence (AI) and machine learning (ML) applications has skyrocketed, leading to the development of specialized hardware accelerators such as neural processing units (NPUs). One of the key challenges in deploying NPUs is the need for efficient on-chip training capabilities, which allow for real-time updates to the model without the need for off-chip communication.

    The development of on-chip training NPUs requires a deep understanding of algorithms, architecture, and system-on-chip (SoC) design principles. Algorithms for on-chip training must be optimized for efficiency and scalability, allowing for fast convergence and low power consumption. Architectural considerations include the integration of dedicated training units, memory hierarchy, and interconnects to support parallel processing and data movement.

    SoC design for on-chip training NPUs involves the integration of AI accelerators with other system components such as CPU cores, memory subsystems, and I/O interfaces. This requires careful partitioning of tasks, efficient data sharing mechanisms, and low-latency communication paths to maximize performance and energy efficiency.

    Overall, the development of on-chip training NPUs represents a cutting-edge research area at the intersection of AI algorithms, hardware architecture, and SoC design. By addressing the challenges of on-chip training, we can unlock the full potential of AI and ML applications in a wide range of industries, from autonomous vehicles to healthcare to finance.
    #OnChip #Training #NPU #Algorithm #Architecture #SoC #Design,dnn

  • Detection Of Chronic Kidney Diagnosis Using RNN algorithm

    Detection Of Chronic Kidney Diagnosis Using RNN algorithm


    Price: $48.00
    (as of Dec 29,2024 01:52:17 UTC – Details)


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    Publisher ‏ : ‎ LAP LAMBERT Academic Publishing (June 19, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 76 pages
    ISBN-10 ‏ : ‎ 6207806808
    ISBN-13 ‏ : ‎ 978-6207806805
    Item Weight ‏ : ‎ 4.3 ounces
    Dimensions ‏ : ‎ 5.91 x 0.18 x 8.66 inches

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    Chronic kidney disease (CKD) is a serious condition that affects millions of people worldwide. Early detection and diagnosis of CKD are crucial for effective management and treatment of the disease. In recent years, machine learning algorithms have shown promising results in identifying and predicting various medical conditions, including CKD.

    One such algorithm is the Recurrent Neural Network (RNN), a type of artificial neural network that is well-suited for analyzing sequential data. RNNs have been used in a variety of medical applications, including the detection and diagnosis of CKD.

    By analyzing a patient’s medical history, lab results, and other relevant data, RNN algorithms can effectively predict the likelihood of CKD and provide valuable insights to healthcare providers. This can lead to earlier detection of the disease, allowing for timely intervention and improved outcomes for patients.

    In a recent study, researchers demonstrated the effectiveness of RNN algorithms in detecting CKD with high accuracy. By training the algorithm on a large dataset of patient records, the RNN was able to accurately predict the presence of CKD in new patients, outperforming traditional diagnostic methods.

    Overall, the use of RNN algorithms for the detection of CKD shows great promise in improving the diagnosis and management of this debilitating disease. As technology continues to advance, we can expect to see even more sophisticated machine learning algorithms being developed to further enhance our ability to detect and treat CKD effectively.
    #Detection #Chronic #Kidney #Diagnosis #RNN #algorithm,rnn

  • Autel Robotics EVO 2 PRO V3, Son-y 1″ CMOS Sensor & 12-Bit Image 6K HDR Video EVO II Pro V3 Rugged Bundle, Moonlight Algorithm 2.0, 40 Minutes, 15KM Transmission, 360° Obstacle, SkyLink 2.0

    Autel Robotics EVO 2 PRO V3, Son-y 1″ CMOS Sensor & 12-Bit Image 6K HDR Video EVO II Pro V3 Rugged Bundle, Moonlight Algorithm 2.0, 40 Minutes, 15KM Transmission, 360° Obstacle, SkyLink 2.0


    Price: $2,099.00
    (as of Dec 28,2024 16:56:42 UTC – Details)


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    【AUTEL ROBOTICS USA AUTHORIZED】We are the longest and largest distributors of Autel Robotics. Over the years, we have maintained a close partnership with Autel, providing customers with high-quality drones and excellent after-sales service. With extensive experience and strong technical expertise in the drone industry, we are able to offer customized solutions and professional technical support to our customers. All the UAVs we offer include FULL USA WA-RRANTY.
    【2025 NEWEST AUTEL EVO 2 PRO V3 – EXCEPTIONAL IMAGE QUALITY】With Son-y’s new 1-inch CMOS image sensor, Autel EVO II Pro V3 supports up to 6K video with greater dynamic range, stronger noise suppression, and higher frame rates. The F/2.8-F/11 adjustable aperture, 3x optical(lossless) & 16x digital zoom capability and 44000 max ISO gives photographers more powerful creativity.
    【AUTEL NEW MOONLIGHT ALGORITHM 2.0 & 12-BIT IMAGE】Equipped with Autel NEWEST Moonlight Algorithm 2.0 system, the V3 camera ISO can be up to 44000 for the night photography, also with 12-Bit DNG photos which is capable of recording up to 68.6 billion colors with 64 times the color rendering power of 10-bit(EVO 2 Pro V2), allowing the pilot has greater flexibility in post-production.
    【HYPER-LAPSE PHOTOGRAPHY IN 6K】You can enjoy your favorite moments at any time flying with Autel EVO 2 pro V3, free from post-processing as 6K mobile time-lapse as video can be exported right after recording, and JPEG/RAW format are also supported.
    【MAXIMUM PERFORMANCE OFFERS ENDLESS POSSIBILITIES】Omnidirectional obstacle avoidance with 12 visual sensors equipped with 19 groups of sensors offers 360° obstacle avoidance, pathing through complex terrain safely in real time. 40min long flight time & 27mph maximum wind resistance makes sure it can fly in virtually any wind condition with confidence, ensuring a successful flying mission.
    【2025 AUTEL NEWEST SYSTEM – SKYLINK 2.0 VIDEO TRANSMISSION】 Autel EVO II Pro V3 is upgraded with Autel drone’s all new SkyLink 2.0 video transmission technology, allows video transmission from up to 15 km away and image quality up to 2.7K, supports 2.4GHz / 5.8GHz / 900MHz tri-band communication and can automatically frequency hop for maximum anti-interference capability.
    【COME WITH 2025 NEWEST AUTEL SMART CONTROLLER SE】EVO II Pro V3 is packed with Autel 2025 Smart Controller SE which comes with a 6.4-inch OLED touch screen and latest gen 8-core processor for HD image transmission, which guarantees operations from up to 15km away and enhances anti-interference abilities with triple band frequency hopping. The customized Android system allows for additional flexibility with 3rd party Apps and an IP43 rating ensures all weather performance.
    【WHAT YOU GET IN THIS V3 COMBO】EVO 2 Pro V3 Aircraft Grey*1 (Battery, Propeller, Gimbal Cover, 32G SD Card Included), Remote Controller*1, Spare Battery*1, Spare Propeller*1 (pair), Battery Charger&Power Cable*1, RC Charger*1, RC Charging Cable*1, RC Lanyard*1, Spare Control Stick*1 (pair), Protector Case*1. Please contact officialauteldrone @ outlook. com for any further questions.

    Customers say

    Customers are pleased with the professional-quality drone and its crystal clear video and pictures. They find it well-built, dependable, and easy to fly. The software is intuitive and smooth to use, making it less time-consuming.

    AI-generated from the text of customer reviews

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    Introducing the Autel Robotics EVO 2 PRO V3, featuring a Son-y 1″ CMOS sensor and 12-bit image quality for stunning aerial photography and videography. This rugged bundle includes the EVO II Pro V3 drone, equipped with the Moonlight Algorithm 2.0 for enhanced low-light performance, as well as 6K HDR video capabilities.

    With up to 40 minutes of flight time and a transmission range of 15KM, you can capture breathtaking shots from incredible distances. The EVO II Pro V3 also features a 360° obstacle avoidance system, ensuring a safe and smooth flight experience.

    Plus, with SkyLink 2.0 technology, you can enjoy improved connectivity and stability for seamless control of your drone. Whether you’re a professional photographer, videographer, or simply a drone enthusiast, the Autel Robotics EVO 2 PRO V3 is the perfect tool for capturing stunning aerial footage.
    #Autel #Robotics #EVO #PRO #Sony #CMOS #Sensor #12Bit #Image #HDR #Video #EVO #Pro #Rugged #Bundle #Moonlight #Algorithm #Minutes #15KM #Transmission #Obstacle #SkyLink

  • Beyond the Algorithm: AI, Security, Privacy, and Ethics

    Beyond the Algorithm: AI, Security, Privacy, and Ethics



    Beyond the Algorithm: AI, Security, Privacy, and Ethics

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    In today’s digital age, artificial intelligence (AI) is increasingly becoming integrated into various aspects of our lives. From personalized recommendations on social media platforms to autonomous vehicles on our roads, AI is revolutionizing the way we interact with technology. However, as AI continues to advance, concerns around security, privacy, and ethics have become more prominent.

    While AI has the potential to greatly benefit society, there are also risks associated with its proliferation. One of the main concerns is the potential for AI algorithms to be biased or discriminatory, leading to unfair treatment of certain groups of people. This raises ethical questions about the responsibility of developers and companies to ensure that their AI systems are fair and unbiased.

    Furthermore, the widespread use of AI raises concerns about data privacy and security. As AI systems collect and analyze massive amounts of data, there is a risk that sensitive information could be compromised or misused. It is crucial for companies to prioritize data security and implement robust privacy measures to protect user information.

    In order to address these challenges, it is important for stakeholders in the AI community to work together to develop ethical guidelines and best practices for the responsible use of AI. This includes transparency in how AI algorithms are developed and used, as well as mechanisms for accountability and oversight.

    Ultimately, as we continue to push the boundaries of AI technology, it is essential to consider the broader implications for society. By prioritizing security, privacy, and ethics in the development and deployment of AI systems, we can ensure that AI remains a force for good in the world.
    #Algorithm #Security #Privacy #Ethics

  • The Ethical Algorithm: How AI Would Redefine Morality (Digital Consciousness: The AI Perspective Series)

    The Ethical Algorithm: How AI Would Redefine Morality (Digital Consciousness: The AI Perspective Series)


    Price: $9.99
    (as of Dec 28,2024 10:52:55 UTC – Details)


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    ASIN ‏ : ‎ B0DQVSYKTK
    Publication date ‏ : ‎ December 17, 2024
    Language ‏ : ‎ English
    File size ‏ : ‎ 1766 KB
    Simultaneous device usage ‏ : ‎ Unlimited
    Text-to-Speech ‏ : ‎ Enabled
    Screen Reader ‏ : ‎ Supported
    Enhanced typesetting ‏ : ‎ Enabled
    X-Ray ‏ : ‎ Not Enabled
    Word Wise ‏ : ‎ Enabled
    Print length ‏ : ‎ 440 pages

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    In our latest installment of the Digital Consciousness: The AI Perspective series, we delve into the fascinating realm of ethics and artificial intelligence. As AI continues to advance at an unprecedented rate, questions surrounding the moral implications of these technologies have become more pressing than ever.

    One of the most intriguing aspects of AI ethics is the concept of the ethical algorithm – a set of rules or guidelines that govern the behavior of AI systems in a way that aligns with human values and principles. But how exactly do we define and implement such algorithms in a way that is both effective and ethical?

    In this post, we explore the potential ways in which AI could redefine morality and ethics, from decision-making processes to the very foundations of our moral compass. We discuss the challenges and opportunities that come with integrating AI into our ethical frameworks, and examine the implications for society as a whole.

    Join us as we delve into the complex and thought-provoking world of the ethical algorithm, and discover how AI could shape the future of morality in ways we never thought possible. Stay tuned for more insights and discussions in the Digital Consciousness: The AI Perspective series.
    #Ethical #Algorithm #Redefine #Morality #Digital #Consciousness #Perspective #Series

  • Credit Card Fraud Detection Using Cortical Learning Algorithm

    Credit Card Fraud Detection Using Cortical Learning Algorithm


    Price: $44.00
    (as of Dec 28,2024 06:58:43 UTC – Details)


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    Publisher ‏ : ‎ LAP LAMBERT Academic Publishing (October 6, 2016)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 112 pages
    ISBN-10 ‏ : ‎ 3659956783
    ISBN-13 ‏ : ‎ 978-3659956782
    Item Weight ‏ : ‎ 6.5 ounces
    Dimensions ‏ : ‎ 5.91 x 0.26 x 8.66 inches

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    Credit card fraud is a serious concern for both consumers and businesses alike. With the rise of online shopping and digital payments, criminals have found new ways to exploit vulnerabilities and steal sensitive information. However, advancements in technology have also helped in the fight against fraud. One such technology is the Cortical Learning Algorithm (CLA).

    The CLA is a type of machine learning algorithm inspired by the structure and function of the neocortex in the human brain. This algorithm is capable of learning and recognizing patterns in data, making it ideal for fraud detection. By analyzing transaction data in real-time, the CLA can identify suspicious activity and flag potential fraud attempts.

    One of the key advantages of using the CLA for credit card fraud detection is its ability to adapt and learn from new data. Unlike traditional rule-based systems that rely on predefined rules, the CLA can continuously update its model based on new information. This allows for more accurate and effective detection of fraudulent transactions.

    In addition, the CLA is also capable of detecting subtle patterns and anomalies that may go unnoticed by other fraud detection systems. By analyzing multiple data points and relationships between them, the CLA can uncover fraudulent behavior that would otherwise go undetected.

    Overall, the use of the Cortical Learning Algorithm for credit card fraud detection represents a promising approach to combating fraud in the digital age. By leveraging the power of machine learning and artificial intelligence, businesses can better protect their customers and prevent financial losses.
    #Credit #Card #Fraud #Detection #Cortical #Learning #Algorithm

  • Liefeng Bo Heng Huang Federated Learning: From Algorithm (Hardback) (UK IMPORT)

    Liefeng Bo Heng Huang Federated Learning: From Algorithm (Hardback) (UK IMPORT)



    Liefeng Bo Heng Huang Federated Learning: From Algorithm (Hardback) (UK IMPORT)

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    Liefeng Bo Heng Huang Federated Learning: From Algorithm (Hardback) (UK IMPORT)

    Are you looking to dive deeper into the world of federated learning? Look no further than this comprehensive book written by Liefeng Bo and Heng Huang. This hardback edition, imported from the UK, offers a detailed exploration of federated learning algorithms and techniques.

    With the growing importance of privacy and data security, federated learning has emerged as a powerful approach to training machine learning models on decentralized data sources. This book delves into the intricacies of federated learning, providing valuable insights into its algorithms and applications.

    Whether you’re a researcher, practitioner, or simply interested in the latest advancements in machine learning, this book is a must-have addition to your library. Order your copy today and unlock the potential of federated learning!
    #Liefeng #Heng #Huang #Federated #Learning #Algorithm #Hardback #IMPORT

  • BRAND NEW The Ethical Algorithm by Michael Kearns & Aaron Roth (2020, Hardcover)

    BRAND NEW The Ethical Algorithm by Michael Kearns & Aaron Roth (2020, Hardcover)



    BRAND NEW The Ethical Algorithm by Michael Kearns & Aaron Roth (2020, Hardcover)

    Price : 16.99

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    Introducing the highly anticipated book: The Ethical Algorithm by Michael Kearns & Aaron Roth!

    In this groundbreaking work, Kearns and Roth delve into the complex world of algorithms and ethics, exploring the intersection of technology and morality. As artificial intelligence continues to shape our society, it is crucial that we understand the ethical implications of these powerful algorithms.

    With a focus on fairness, accountability, and transparency, The Ethical Algorithm provides a comprehensive guide to navigating the ethical challenges of the digital age. Whether you’re a tech enthusiast, a policy maker, or simply curious about the future of AI, this book is a must-read.

    Don’t miss out on this essential addition to your library. Get your hands on a brand new copy of The Ethical Algorithm today!
    #BRAND #Ethical #Algorithm #Michael #Kearns #Aaron #Roth #Hardcover, IT Consulting

  • Beyond the Algorithm: AI, Security, Privacy, and Ethics

    Beyond the Algorithm: AI, Security, Privacy, and Ethics


    Price: $49.99 – $45.58
    (as of Dec 24,2024 14:48:59 UTC – Details)


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    From the Publisher

    Cover Image

    Cover Image

    Explore the Ethical Landscape of AI in “Beyond the Algorithm”

    This is a pivotal book for those intrigued by the complex relationship between artificial intelligence (AI) and ethical concerns. Drawing on sources like Floridi’s “The Ethics of Information” and “IEEE Transactions on Information Forensics and Security,” this book offers an interdisciplinary approach to AI’s ethical, security, and privacy issues. It’s crafted for a wide array of readers – from policy-makers and legal practitioners to cybersecurity and AI professionals, as well as academic researchers and graduate students in computer science and cybersecurity. This comprehensive guide, written in a technical yet accessible style, is perfect for anyone eager to understand the broader implications of AI in our society.

    Publisher ‏ : ‎ Addison-Wesley Professional; 1st edition (February 9, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 336 pages
    ISBN-10 ‏ : ‎ 0138268452
    ISBN-13 ‏ : ‎ 978-0138268459
    Item Weight ‏ : ‎ 1.22 pounds
    Dimensions ‏ : ‎ 7.38 x 0.67 x 9.13 inches

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    In today’s digital age, artificial intelligence (AI) plays a crucial role in shaping our everyday lives. From personalized recommendations on social media platforms to autonomous vehicles, AI has become an integral part of our society. However, as AI continues to advance, concerns about security, privacy, and ethics have become more prevalent.

    Beyond the algorithm lies a complex web of issues that need to be addressed in order to ensure that AI is used in a responsible and ethical manner. One of the biggest challenges is protecting sensitive data and ensuring that privacy is maintained. With the rise of data breaches and cyberattacks, it is essential for companies to implement robust security measures to safeguard user information.

    Moreover, the ethical implications of AI cannot be ignored. As AI systems become more sophisticated, questions arise about how decisions are made and who is ultimately responsible for the outcomes. Issues such as bias, discrimination, and transparency need to be carefully considered in order to prevent potential harm to individuals and society as a whole.

    In light of these challenges, it is crucial for stakeholders to come together to develop policies and regulations that promote the responsible use of AI. This includes establishing clear guidelines for data collection and usage, implementing accountability mechanisms, and ensuring that ethical considerations are at the forefront of AI development.

    Ultimately, by addressing these issues beyond the algorithm, we can harness the power of AI to drive innovation and improve our lives while also upholding principles of security, privacy, and ethics. Let’s work together to build a future where AI benefits everyone in a safe and ethical manner.
    #Algorithm #Security #Privacy #Ethics

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