Beyond Retrieval: Evidence Access and Event Aggregation in Agent Memory
Ze-Rui Yang, Quan Xue, ChaoruiZhang et al.
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Do Speech BCIs Need Larger Models? Rethinking Neural Decoding beyond Scaling
Recent speech brain-computer interfaces (BCIs) increasingly rely on large models and complex multi-stage pipelines for neural decoding. However, in speech BCI, where training data are scarce, noisy, and expensive to collect, the benefits of model scaling remain unclear. This work revisits a fundamental question: are la...
Ze-Hui Feng, Wei-Chuan Wang, Xiao-Han Chen et al.
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