活动类型:

学术活动

活动名称:

“科学与哲学”论坛 Logic & Neurons: Where Brains Meet Rules in AI 逻辑与神经元:AI中大脑与规则的相遇

地点:

中国科学院哲学研究所(中关村南4街中国科学院软件园4号楼四层)

主讲人:

奥克兰理工大学 阮吉

联系人:

张老师

联系方式:

15810724645

开始时间:

2026-01-16 15:00

结束时间:

2026-01-16 17:00

说明:

报告简介

How can we build AI systems that combine the adaptive power of neural networks with the structured reliability of symbolic reasoning? This talk explores the integration of deep learning’s intuition with the precision of logical engines—an emerging paradigm aimed at creating more capable and interpretable artificial intelligence. We will examine how allowing neural and symbolic components to interact can lead to models that not only detect patterns in data, but also reason about them in explicit, trustworthy ways. The discussion will highlight recent advances and ongoing work in this hybrid approach, illustrating how it supports both learning and reasoning in tasks ranging from perception to decision-making. Join the conversation on how uniting these two minds can pave the way for AI that is both intelligent and understandable.

如何构建既能融合神经网络的适应能力,又具备符号推理的结构化可靠性的AI系统?本次报告将探讨深度学习直觉与逻辑引擎精确性相结合的新兴范式,旨在构建能力更强、可解释性更高的人工智能。我们将分析神经组件与符号组件如何通过交互,推动模型不仅能够识别数据中的模式,还能以明确且可信的方式对其进行推理。讨论将重点介绍这一融合方法的最新进展与正在进行的研究,阐述它如何在从感知到决策的各项任务中同时支持学习与推理。欢迎共同探讨这两种思维方式的结合,如何为构建既智能又可理解的人工智能开辟道路。

 

 

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(报名截止时间1月16日10:00)