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stat.ML2022
Network inference via process motifs for lagged correlation in linear stochastic processes
Alice C. Schwarze, Sara M. Ichinaga, Bingni W. Brunton
A major challenge for causal inference from time-series data is the trade-off between computational feasibility and accuracy. Motivated by process motifs for lagged covariance in a…
eess.SY2022
Neural-inspired Measurement Observability
Burak Boyacıoğlu, Alice C. Schwarze, Bingni W. Brunton +1
The neural encoding by biological sensors of flying insects, which prefilters stimulus data before sending it to the central nervous system in the form of voltage spikes, enables s…