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We use a recurrent radial basis neural network as a system controller and a Kalman filter as identifier, which acts as propagator of the control errors to the neurocontroller.
In particular, we use a recurrent neural network architecture in combination with Q-learning to find an optimal action-selection policy; we pre-train the network using a simulated environment that mimics realistic scenarios that involve speaking/silent participants, thus avoiding the need of tedious sessions of a robot interacting with people.
The researchers over at OpenAI were able to use a recurrent mLSTM character-level model trained on Amazon reviews to identify the sentiment of blocks of text.
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In this study, we developed a computer controlled treadmill system using a recurrent fuzzy neural network heart rate controller (RFNNHRC).
The real-time system uses a recurrent neural network (RNN) with associative memory for training and recognition.
The second stage uses a Recurrent Neural Network (RNN -based encodeRNN -basedstructure to translate these regional destructures into a full image descriptranslate
Using a recurrent selection strategy, the cultivars with the highest sucrose content are crossed, and a new generation of cultivars is selected from the progeny.
The neural dynamics estimator uses a recurrent neural fuzzy inference network (RNFIN) to approximate the unknown system term in the sense of the Lyapunov function.
The main advantage of this approach is that it exploits the knowledge of the parametric model of mixing transformation in the separation procedure while its implementation does not require the knowledge of the explicit inverse of the model because the separating structure can be designed using a recurrent network.
We have addressed these questions using a recurrent network model of object working memory.
And a second model, which uses a recurrent neural network, recognizes wave patterns from multiple sensors over the duration of a seismic event.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com