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Author :
Publisher :
ISBN 13 : 9781665412872
Total Pages : pages
Book Rating : 4.4/5 (128 download)
Download or read book 2021 International Conference on Neuromorphic Computing (ICNC). written by and published by . This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Ye Zhou
Publisher : Royal Society of Chemistry
ISBN 13 : 1839169958
Total Pages : 641 pages
Book Rating : 4.8/5 (391 download)
Download or read book Advanced Memory Technology written by Ye Zhou and published by Royal Society of Chemistry. This book was released on 2023-10-09 with total page 641 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced memory technologies are impacting the information era, representing a vibrant research area of huge interest in the electronics industry. The demand for data storage, computing performance and energy efficiency is increasing exponentially and will exceed the capabilities of current information technologies. Alternatives to traditional silicon technology and novel memory principles are expected to meet the need of modern data-intensive applications such as “big data” and artificial intelligence (AI). Functional materials or methodologies may find a key role in building novel, high speed and low power consumption computing and data storage systems. This book covers functional materials and devices in the data storage areas, alongside electronic devices with new possibilities for future computing, from neuromorphic next generation AI to in-memory computing. Summarizing different memory materials and devices to emphasize the future applications, graduate students and researchers can systematically learn and understand the design, materials characteristics, device operation principles, specialized device applications and mechanisms of the latest reported memory materials and devices.
Author : V. N. Manjunath Aradhya
Publisher : Springer Nature
ISBN 13 : 3031607252
Total Pages : 193 pages
Book Rating : 4.0/5 (316 download)
Download or read book Cognitive Computing and Information Processing written by V. N. Manjunath Aradhya and published by Springer Nature. This book was released on with total page 193 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : S. Kevin Zhou
Publisher : Academic Press
ISBN 13 : 0323858880
Total Pages : 544 pages
Book Rating : 4.3/5 (238 download)
Download or read book Deep Learning for Medical Image Analysis written by S. Kevin Zhou and published by Academic Press. This book was released on 2023-11-23 with total page 544 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep Learning for Medical Image Analysis, Second Edition is a great learning resource for academic and industry researchers and graduate students taking courses on machine learning and deep learning for computer vision and medical image computing and analysis. Deep learning provides exciting solutions for medical image analysis problems and is a key method for future applications. This book gives a clear understanding of the principles and methods of neural network and deep learning concepts, showing how the algorithms that integrate deep learning as a core component are applied to medical image detection, segmentation, registration, and computer-aided analysis.· Covers common research problems in medical image analysis and their challenges · Describes the latest deep learning methods and the theories behind approaches for medical image analysis · Teaches how algorithms are applied to a broad range of application areas including cardiac, neural and functional, colonoscopy, OCTA applications and model assessment · Includes a Foreword written by Nicholas Ayache
Author : Antonio Pertusa
Publisher : Springer Nature
ISBN 13 : 3031366166
Total Pages : 735 pages
Book Rating : 4.0/5 (313 download)
Download or read book Pattern Recognition and Image Analysis written by Antonio Pertusa and published by Springer Nature. This book was released on 2023-06-24 with total page 735 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th Iberian Conference on Pattern Recognition and Image Analysis, IbPRIA 2023, held in Alicante, Spain, in June 27–30, 2023. The 56 papers accepted for these proceedings were carefully reviewed and selected from 86 submissions. They deal with Machine Learning, Document Analysis, Computer Vision, 3D Computer Vision, Computer Vision Applications, Medical Imaging & Applications, Machine Learning Applications.
Author : Tran Trong Dao
Publisher : Springer Nature
ISBN 13 : 9819987032
Total Pages : 738 pages
Book Rating : 4.8/5 (199 download)
Download or read book AETA 2022—Recent Advances in Electrical Engineering and Related Sciences: Theory and Application written by Tran Trong Dao and published by Springer Nature. This book was released on with total page 738 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :
Publisher : BoD – Books on Demand
ISBN 13 : 1803561432
Total Pages : 298 pages
Book Rating : 4.8/5 (35 download)
Download or read book Neuromorphic Computing written by and published by BoD – Books on Demand. This book was released on 2023-11-15 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dive into the cutting-edge world of Neuromorphic Computing, a groundbreaking volume that unravels the secrets of brain-inspired computational paradigms. Spanning neuroscience, artificial intelligence, and hardware design, this book presents a comprehensive exploration of neuromorphic systems, empowering both experts and newcomers to embrace the limitless potential of brain-inspired computing. Discover the fundamental principles that underpin neural computation as we journey through the origins of neuromorphic architectures, meticulously crafted to mimic the brain’s intricate neural networks. Unlock the true essence of learning mechanisms – unsupervised, supervised, and reinforcement learning – and witness how these innovations are shaping the future of artificial intelligence.
Author : André van Schaik
Publisher : Frontiers Media SA
ISBN 13 : 2889711617
Total Pages : 177 pages
Book Rating : 4.8/5 (897 download)
Download or read book Neuromorphic Engineering Editors’ Pick 2021 written by André van Schaik and published by Frontiers Media SA. This book was released on 2021-08-10 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Jun Mou
Publisher : Frontiers Media SA
ISBN 13 : 283250194X
Total Pages : 143 pages
Book Rating : 4.8/5 (325 download)
Download or read book Advances in Memristor and Memristor-Based Applications written by Jun Mou and published by Frontiers Media SA. This book was released on 2022-10-11 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Huajin Tang
Publisher : Frontiers Media SA
ISBN 13 : 283255363X
Total Pages : 152 pages
Book Rating : 4.8/5 (325 download)
Download or read book Understanding and Bridging the Gap between Neuromorphic Computing and Machine Learning, volume II written by Huajin Tang and published by Frontiers Media SA. This book was released on 2024-08-26 with total page 152 pages. Available in PDF, EPUB and Kindle. Book excerpt: Towards the long-standing dream of artificial intelligence, two solution paths have been paved: (i) neuroscience-driven neuromorphic computing; (ii) computer science-driven machine learning. The former targets at harnessing neuroscience to obtain insights for brain-like processing, by studying the detailed implementation of neural dynamics, circuits, coding and learning. Although our understanding of how the brain works is still very limited, this bio-plausible way offers an appealing promise for future general intelligence. In contrast, the latter aims at solving practical tasks typically formulated as a cost function with high accuracy, by eschewing most neuroscience details in favor of brute force optimization and feeding a large volume of data. With the help of big data (e.g. ImageNet), high-performance processors (e.g. GPU, TPU), effective training algorithms (e.g. artificial neural networks with gradient descent training), and easy-to-use design tools (e.g. Pytorch, Tensorflow), machine learning has achieved superior performance in a broad spectrum of scenarios. Although acclaimed for the biological plausibility and the low power advantage (benefit from the spike signals and event-driven processing), there are ongoing debates and skepticisms about neuromorphic computing since it usually performs worse than machine learning in practical tasks especially in terms of the accuracy.
Author : Ali Safa
Publisher : Springer Nature
ISBN 13 : 3031635655
Total Pages : 224 pages
Book Rating : 4.0/5 (316 download)
Download or read book Neuromorphic Solutions for Sensor Fusion and Continual Learning Systems written by Ali Safa and published by Springer Nature. This book was released on with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Igor Farkaš
Publisher : Springer Nature
ISBN 13 : 3030863832
Total Pages : 705 pages
Book Rating : 4.0/5 (38 download)
Download or read book Artificial Neural Networks and Machine Learning – ICANN 2021 written by Igor Farkaš and published by Springer Nature. This book was released on 2021-09-10 with total page 705 pages. Available in PDF, EPUB and Kindle. Book excerpt: The proceedings set LNCS 12891, LNCS 12892, LNCS 12893, LNCS 12894 and LNCS 12895 constitute the proceedings of the 30th International Conference on Artificial Neural Networks, ICANN 2021, held in Bratislava, Slovakia, in September 2021.* The total of 265 full papers presented in these proceedings was carefully reviewed and selected from 496 submissions, and organized in 5 volumes. In this volume, the papers focus on topics such as representation learning, reservoir computing, semi- and unsupervised learning, spiking neural networks, text understanding, transfers and meta learning, and video processing. *The conference was held online 2021 due to the COVID-19 pandemic.
Author : Si Wu
Publisher : Frontiers Media SA
ISBN 13 : 2889741338
Total Pages : 268 pages
Book Rating : 4.8/5 (897 download)
Download or read book Frontiers in Computational Neuroscience – Editors’ Pick 2021 written by Si Wu and published by Frontiers Media SA. This book was released on 2022-01-21 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Felix Schürmann
Publisher : Frontiers Media SA
ISBN 13 : 2832521657
Total Pages : 431 pages
Book Rating : 4.8/5 (325 download)
Download or read book Neuroscience, computing, performance, and benchmarks: Why it matters to neuroscience how fast we can compute written by Felix Schürmann and published by Frontiers Media SA. This book was released on 2023-04-26 with total page 431 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Anup Das
Publisher : Frontiers Media SA
ISBN 13 : 2832553184
Total Pages : 235 pages
Book Rating : 4.8/5 (325 download)
Download or read book Spike-based learning application for neuromorphic engineering written by Anup Das and published by Frontiers Media SA. This book was released on 2024-08-22 with total page 235 pages. Available in PDF, EPUB and Kindle. Book excerpt: Spiking Neural Networks (SNN) closely imitate biological networks. Information processing occurs in both spatial and temporal manner, making SNN extremely interesting for the pertinent mimicking of the biological brain. Biological brains code and transmit the sensory information in the form of spikes that capture the spatial and temporal information of the environment with amazing precision. This information is processed in an asynchronous way by the neural layer performing recognition of complex spatio-temporal patterns with sub-milliseconds delay and at with a power budget in the order of 20W. The efficient spike coding mechanism and the asynchronous and sparse processing and communication of spikes seems to be key in the energy efficiency and high-speed computation capabilities of biological brains. SNN low-power and event-based computation make them more attractive when compared to other artificial neural networks (ANN).
Author : Han Wang
Publisher : Springer Nature
ISBN 13 : 3031264312
Total Pages : 208 pages
Book Rating : 4.0/5 (312 download)
Download or read book Image and Video Technology written by Han Wang and published by Springer Nature. This book was released on 2023-04-27 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the conference proceedings of the 10th Pacific Rim Symposium on Image and Video Technology, PSIVT 2022, held in Bintan Island, Indonesia, in November 2022. A total of 15 papers were carefully reviewed and selected from 18 submissions. The main conference focuses on theoretical advances or practical implementations in image and video technology.
Author : Andriy Luntovskyy
Publisher : Springer Nature
ISBN 13 : 3031612213
Total Pages : 918 pages
Book Rating : 4.0/5 (316 download)
Download or read book Digital Ecosystems: Interconnecting Advanced Networks with AI Applications written by Andriy Luntovskyy and published by Springer Nature. This book was released on with total page 918 pages. Available in PDF, EPUB and Kindle. Book excerpt:
