ArXiv TLDR

ChengXiang Zhai

2 papers · Latest:

Neural & Evolutionary Computing

Globally Optimal Training of Spiking Neural Networks via Parameter Reconstruction

This paper introduces a globally optimal parameter reconstruction algorithm for training Spiking Neural Networks, overcoming surrogate gradient limitations.

2605.08022
Information Retrieval

Make Any Collection Navigable: Methods for Constructing and Evaluating Hypergraph of Text

This paper introduces methods for constructing a Hypergraph of Text (HoT) to make any document collection navigable, along with a novel evaluation metric.

2604.25906

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