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A comprehensive survey on techniques, challenges, evaluation metrics and applications of deep learning models for anomaly detection
Published 2025-07-01“…The review outlines the role of deep learning techniques in feature extraction and classification of outliers across application domains. …”
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Inference technique for the synaptic conductances in rhythmically active networks and application to respiratory central pattern generation circuits
Published 2025-07-01“…To illustrate the applicability of our analytic technique, we employ our method to infer the synaptic conductance profiles in identified rhythmically active interneurons within key microcircuits of the mammalian (mature rat) brainstem respiratory CPG and provide a perspective on how our approach can resolve the functional interactions and circuit organization of these interneuron populations. …”
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Practical techniques for high-precision measurements on near-term quantum hardware and applications in molecular energy estimation
Published 2025-07-01“…This paper implements practical techniques to reach accuracies essential for quantum chemistry by addressing key overheads and noise sources. …”
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