Verilog HDL para hardware de IA

Verilog HDL para hardware de IA

Anil Kumar Sahu / Hemlata Sinha

72,02 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2026
ISBN:
9786630073959
72,02 €
IVA incluido
Disponible

Selecciona una librería:

  • Librería Samer Atenea
  • Kálamo Books
  • Librería Elías (Asturias)
  • Librería Kolima (Madrid)
  • Librería Proteo (Málaga)
Sobre IBD

O rápido crescimento da Inteligência Artificial (IA), das Redes Neurais Artificiais (RNA) e das Redes Neurais Profundas (RNP) criou uma forte procura por aceleradores de hardware de alto desempenho, baixo consumo de energia e eficientes. As aplicações modernas de redes neurais envolvem um grande número de operações computacionais, nas quais a unidade de multiplicação-acumulação (MAC) desempenha um papel fundamental na execução dos processos de multiplicação e acumulação. Uma vez que as operações MAC dominam os cálculos neurais, a otimização da arquitetura MAC melhora diretamente o desempenho global dos aceleradores de IA. Este livro apresenta o projeto e a implementação em FPGA de uma arquitetura MAC em pipeline, de alta velocidade e eficiente em termos de área, para a aceleração de redes neurais utilizando Verilog HDL. A arquitetura proposta integra um multiplicador Vedic para a geração rápida e paralela de produtos parciais e um somador de seleção de transporte de raiz quadrada (SQRT-CSLA) baseado num conversor binário para excesso de 1 (BEC) para uma acumulação eficiente. Este trabalho destina-se a estudantes, investigadores, projetistas de FPGA e profissionais de VLSI interessados no desenvolvimento de soluções de hardware eficientes para aplicações de IA e aprendizagem profunda da próxima geração.

Artículos relacionados

  • Cases on Usability Engineering
    Information technologies play a significant role in modern information-driven societies, making a comprehensive understanding of digital media a fundamental requisite to success. Cases on Usability Engineering: Design and Development of Digital Products provides readers with case studies and real-life examples on usability methods and techniques to test the design and developme...
  • State-Of-The- Art Sensors Technology in France 2016
    This Special Issue aims to provide a comprehensive overview of state-of-the-art sensors technology in France. It includes research articles that consolidate our understanding of the state-of-the-art in this area and also four reviews on hot fields in sensor technology (nanomaterials, electronic tongue and optical fibre networks). ...
    Disponible

    59,78 €

  • VISIR HANDBOOK
    Gustavo R Alves / HERNANDEZ-JAYO UNAI / JAVIER GARCIA-ZUBIA / JAVIER GARCIA-ZUBIA UNAI HERNANDEZ-JAYO / Unai Hernández-Jayo
    In 2006, the Signal Processing Department at Blekinge Institute of Technology and Axiom EduTECH in Sweden worked with National Instruments Corporation in Texas, USA, to set up the Virtual Instrument Systems in Reality (VISIR) Project, which operates as a remote laboratory for electric and electronic circuits.The VISIR remote laboratory is currently the only system that delivers...
  • Neural Networks and Fuzzy Logic Control
    K. Sushita / N. Shanmugasundaram / T. R. Premila
    This textbook offers a unified engineering perspective on Neural Networks and Fuzzy Logic. The authors guide readers swiftly and succinctly through the intricate subjects of neural networks, fuzzy logic, and the mathematical modeling of Fuzzy Logic Control. The theory of fuzzy logic provides a mathematical framework to capture uncertainties related to human cognitive processes,...
    Disponible

    99,67 €

  • Tragbares System zur Messung der Außenluftqualität mit Arduino
    Mira Kartiwi / Teddy Surya Gunawan / Yasmin Mahira Saiful Munir
    Das jüngste Auftreten von Dunst in Malaysia hat die Öffentlichkeit dazu veranlasst, sich der aktuellen Luftqualität in ihrer Umgebung stärker bewusst zu werden. Denn Luftverschmutzung kann schwerwiegende Auswirkungen auf die menschliche Gesundheit und die Umwelt haben. Der Luftschadstoffindex (Air Pollutant Index, API) in Malaysia wird vom Umweltministerium (Department of Envir...
    Disponible

    61,36 €

  • Système portable de mesure de la qualité de l’air extérieur utilisant Arduino
    Mira Kartiwi / Teddy Surya Gunawan / Yasmin Mahira Saiful Munir
    L’apparition récente de la brume sèche en Malaisie a incité le public à être plus attentif à la qualité de l’air qui l’entoure. En effet, la pollution de l’air peut avoir de graves conséquences sur la santé humaine et l’environnement. L’indice des polluants atmosphériques (API) en Malaisie est mesuré par le ministère de l’environnement (DOE) à l’aide de stations de surveillance...
    Disponible

    61,42 €

Otros libros del autor

  • Verilog HDL per hardware di IA
    Anil Kumar Sahu / Hemlata Sinha
    La rapida crescita dell’Intelligenza Artificiale (IA), delle Reti Neurali Artificiali (ANN) e delle Reti Neurali Profonde (DNN) ha generato una forte domanda di acceleratori hardware ad alte prestazioni, a basso consumo energetico ed efficienti. Le moderne applicazioni delle reti neurali comportano un gran numero di operazioni computazionali, in cui l’unità di moltiplicazione-a...
    Disponible

    72,02 €

  • Język Verilog HDL dla sprzętu SI
    Anil Kumar Sahu / Hemlata Sinha
    Szybki rozwój sztucznej inteligencji (AI), sztucznych sieci neuronowych (ANN) oraz głębokich sieci neuronowych (DNN) spowodował duże zapotrzebowanie na wysokowydajne, energooszczędne i wydajne akceleratory sprzętowe. Współczesne aplikacje sieci neuronowych wymagają wykonania ogromnej liczby operacji obliczeniowych, w których jednostka mnożenia i akumulacji (MAC) odgrywa kluczow...
    Disponible

    72,02 €

  • Verilog HDL für KI-Hardware
    Anil Kumar Sahu / Hemlata Sinha
    Das rasante Wachstum der künstlichen Intelligenz (KI), künstlicher neuronaler Netze (ANN) und tiefer neuronaler Netze (DNN) hat zu einer starken Nachfrage nach leistungsstarken, stromsparenden und effizienten Hardwarebeschleunigern geführt. Moderne Anwendungen mit neuronalen Netzen beinhalten eine große Anzahl von Rechenoperationen, wobei die Multiplikations-Akkumulations-Einhe...
    Disponible

    72,02 €

  • Verilog HDL pour le matériel d’IA
    Anil Kumar Sahu / Hemlata Sinha
    L’essor rapide de l’intelligence artificielle (IA), des réseaux neuronaux artificiels (RNA) et des réseaux neuronaux profonds (RNP) a engendré une forte demande en accélérateurs matériels hautement performants, à faible consommation et efficaces. Les applications modernes de réseaux neuronaux impliquent un grand nombre d’opérations de calcul, dans lesquelles l’unité de multipli...
    Disponible

    72,02 €

  • Verilog HDL for Artificial Intelligence Hardware
    Anil Kumar Sahu / Hemlata Sinha
    The rapid growth of Artificial Intelligence (AI), Artificial Neural Networks (ANNs), and Deep Neural Networks (DNNs) has created a strong demand for high-performance, low-power, and efficient hardware accelerators. Modern neural network applications involve a large number of computational operations, where the Multiply-Accumulate (MAC) unit plays a critical role in performing m...
    Disponible

    72,21 €