Machine Learning Models and Architectures for Biomedical Signal Processing
Tripathi, Suman Lata, Balas, Valentina Emilia, Mahmud, Mufti
- 出版商: Academic Press
- 出版日期: 2024-11-08
- 售價: $5,370
- 貴賓價: 9.5 折 $5,102
- 語言: 英文
- 頁數: 614
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443221588
- ISBN-13: 9780443221583
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相關分類:
Machine Learning
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商品描述
Machine Learning Models and Architectures for Biomedical Signal Processing presents the fundamental concepts of machine learning techniques for bioinformatics in an interactive way. The book investigates how efficient machine and deep learning models can support high-speed processors with reconfigurable architectures like graphic processing units (GPUs), Field programmable gate arrays (FPGAs), or any hybrid system. This great resource will be of interest to researchers working to increase the efficiency of hardware and architecture design for biomedical signal processing and signal processing techniques.
商品描述(中文翻譯)
《機器學習模型與生物醫學信號處理架構》以互動的方式呈現生物資訊學中機器學習技術的基本概念。本書探討了高效的機器學習和深度學習模型如何支持具有可重構架構的高速處理器,如圖形處理單元(GPUs)、現場可編程閘陣列(FPGAs)或任何混合系統。這本優秀的資源將吸引致力於提高生物醫學信號處理和信號處理技術的硬體與架構設計效率的研究人員。