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The architecture considers a swarm-based substrate for the extraction of high-level perceptual representations, given the low-level perceptual representations extracted by a neural-based substrate.
For instance, the representations extracted by Deep Learning can be used in Big Data analytics approach.
This demonstrates the generalization ability of abstract representations extracted by Deep Learning algorithms on new/unseen data, i.e., using features extracted from a given dataset to successfully perform a discriminative task on another dataset.
Secondly, the control network was constructed with three fully connected hidden layers to mimic the Q-value approximation of the reinforcement learning procedure by taking the feature representations extracted by the perception networks as the input.
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This study reports novel contributions, including a new DNN architecture and training method, which increase the fidelity of DNN-based representations to encodings extracted by visual processing neurons.
We propose a sparsity-driven method that can obtain bandwidth-efficient representation of likelihoods extracted by the camera nodes.
Victims were marched from their cells and condemned to death in sham hearings, lasting just minutes and held without notice or even cursory representation, often citing "confessions" extracted by torture.
On the other hand, the word representation features can be extracted by learning on a large amount of text and may be capable of introducing domain background to the NER model.
Appropriate representations of the assembly are extracted by direction of access matrix, and then presented to the users participating in collaborative design.
The evaluation of the OMR system is presented in Section 6. Section 7 describes the method used to generate a computer representation of the music content extracted by the OMR system.
The time course of coherence, partial coherence, and phase difference is extracted by averaging the corresponding TF representation in specific TF regions.
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