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We selected the input value so that the oscillator a exhibits around 100 Hz frequency oscillations and then we connected the oscillator b to the oscillator a through positive feedback connection (Additional file 1: Figure S2B Left).
The RFS is composed of a fuzzy inference system (FIS) and a delayed feedback connection.
All free parameters in the network, including the spatial input partition, consequent parameters and feedback connection weights, are tuned concurrently.
This work deals with the use of the Elman artificial neural network (ANN) (feedback connection) for the seismic data inversion.
Instead of simply canceling out the interconnection between slow and fast subsystems, the proposed method transforms SPINS into a feedback connection of two output strictly passive subsystems.
The resulted nominal model consists of the feedback connection of the yaw dynamics with one state-variable and the steering system dynamics with two states and of a first order actuator dynamics with time-delay The predicted outputs show a good fit to the measurements.
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Furthermore, the introduction of asymmetry to connectivity (with feedback connections weaker than feedforward connections) enhanced the diversity of timescales.
Neurons with overlapping receptive fields in lower and higher visual areas are reciprocally connected by feedforward and feedback connections (Felleman & Van Essen, 1991; Salin & Bullier, 1995).
The plot above the chain shows the connectivity profile, highlighting the exponential decay and the asymmetry between feedforward and feedback connections.
Feedback connections are prevalent throughout the cerebral cortex, yet their function remains poorly understood.
Finding similarly segregated feedback connections in mammals should instruct on-going procedures aiming to alleviate harmful memories in stressed humans.
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