Neuro-Symbolic Learning: Neural Networks and Logical Reasoning

Neuro-Symbolic Learning: Neural Networks and Logical Reasoning

Approximately 3000 words, suggested reading time is 6 minutes. This article proposes a deep learning framework called DeepLogic, designed to solve problems that involve both logical reasoning and neural perception tasks. 1 Introduction Neuro-symbolic learning aims to combine the perceptual capabilities of deep neural networks (DNNs) with the reasoning capabilities of symbolic reasoning systems. The … Read more

From Expert Systems to Deep Blue: Growth in Logical Reasoning and Search Optimization

From Expert Systems to Deep Blue: Growth in Logical Reasoning and Search Optimization

Produced by Higher Education Press and Higher Education Audio-Video Publishing House, in collaboration with the Shanghai Advanced Institute of Zhejiang University and the Intelligent Education Center of the Shanghai Artificial Intelligence Laboratory, the original digital column “Entering Artificial Intelligence” has been launched on the Ximalaya platform, led by Professor Wu Fei, Executive Vice President of … Read more