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Tag

#evolutionary-computing

3 articles tagged #evolutionary-computing

arxivJun 1bullish

Evolutionary Algorithm for Reservoir Learning and Yielding

arXiv:2605.30372v1 Announce Type: cross Abstract: Reservoir computing, a type of recurrent neural network, is a promising approach for temporal learning as it separates dynamic processing from the trained readout layer. However, classical Echo State Networks (ESNs) often require task-specific tuning

ECEA2 models#neural-networks#evolutionary-computing#temporal-learningRead on arxiv →
arxivMay 29

Evolving Features vs Evolving Entire Trees with GP for Interpretable Survival Analysis

arXiv:2605.30119v1 Announce Type: cross Abstract: Survival analysis concerns the task of predicting the time until an event occurs. Often used in the medical field, survival analysis deals with incomplete (i.e., censored) data, for instance, from patients who did not experience the event during the

#machine-learning#survival-analysis#evolutionary-computingRead on arxiv →
arxivApr 10

Introducing Echo Networks for Computational Neuroevolution

arXiv:2604.08204v1 Announce Type: new Abstract: For applications on the extreme edge, minimal networks of only a few dozen artificial neurons for event detection and classification in discrete time signals would be highly desirable. Feed-forward networks, RNNs, and CNNs evolved through evolutionary

ECNERN4 models · +1#machine-learning#neural-networks#evolutionary-computingRead on arxiv →
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