10 citations · 14 across the 5 of their papers we have counts for
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cs.LG2022
Causal Influences Decouple From Their Underlying Network Structure In Echo State Networks
Kayson Fakhar, Fatemeh Hadaeghi, Claus C. Hilgetag
Echo State Networks (ESN) are versatile recurrent neural network models in which the hidden layer remains unaltered during training. Interactions among nodes of this static backbon…
cs.LG2019★ 2 cited
Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices
Fatemeh Hadaeghi
The reservoir computing paradigm is employed to classify heartbeat anomalies online based on electrocardiogram signals. Inspired by the principles of information processing in the…