Healthcare Applications of Neuro-Symbolic Artificial Intelligence
暫譯: 神經符號人工智慧在醫療保健中的應用
Galitsky, Boris
- 出版商: Academic Press
- 出版日期: 2025-08-19
- 售價: $5,920
- 貴賓價: 9.5 折 $5,624
- 語言: 英文
- 頁數: 578
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0443300461
- ISBN-13: 9780443300462
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相關分類:
Large language model
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商品描述
Healthcare Applications of Neuro-Symbolic Artificial Intelligence provides a comprehensive introduction to the field of neuro-symbolic AI, presenting the most recent advances in deep learning and integration of neuro-symbolic (NS) systems and Large Language Models (LLMs). The book evaluates traditional approaches, current approaches, and the author's own approach to NS in order to create hybrid architectures and reasoning techniques to overcome limitations of most existing AI systems such as deep learning, neural networks, and symbolic AI. This book will be a welcomed resource for researchers and graduate students in artificial intelligence, natural language processing, and biomedical informatics, as well as professionals in software development who are looking to redesign current systems to leverage LLM through the health application of neuro-symbolic architecture.
商品描述(中文翻譯)
《神經符號人工智慧在醫療保健中的應用》提供了神經符號人工智慧領域的全面介紹,展示了深度學習和神經符號(NS)系統與大型語言模型(LLMs)整合的最新進展。本書評估了傳統方法、當前方法以及作者自身對神經符號的看法,以創建混合架構和推理技術,克服大多數現有人工智慧系統(如深度學習、神經網絡和符號人工智慧)的限制。
本書將成為人工智慧、自然語言處理和生物醫學資訊學領域的研究人員和研究生,以及希望重新設計當前系統以利用大型語言模型的軟體開發專業人士的寶貴資源,特別是在神經符號架構的健康應用方面。