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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Jian-Jun Chen

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Review Open access Oct 2026

Memristive In-Memory Computing for AI: Neural Network Acceleration, Adaptive Learning, and System Integration

Moving data between memory and processing units has become a major cost in neural network computing. Memristive crossbars address this cost by retaining model parameters as conductance states and performing parallel multiplication and accumulation within the array. This review examines how that physical operation is tr...

Chao-Yang Dong, Xuan Xie, Jian-Jun Chen et al. · 0 citations
Aug 2026

An integrated weighted granular-ball rough set model for attribute reduction

The Integrated Weighted Granular-ball Rough Set (IWGBRS) model is proposed, which integrates multiple granular-ball splitting strategies to achieve more stable and reliable partitions and reduces the randomness in the granular-ball generation process and ensures more consistent and stable partitioning results.

Zhong-Hao Zhang, Jingjing Song, Eric C. C. Tsang et al. · 0 citations

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