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"Hardware accelerators are specialized to solve the task of machine learning execution.
The striatum is considered a fundamental component for learning, execution of routine behaviour, and adaptive habit expression (Hikosaka et al., 1999; Jog et al., 1999; Graybiel, 2005; Monchi et al., 2006).
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In this paper we discuss how to extend the main aspects of PBD (instrumentation, abstraction, learning, and execution), and we describe the implementation of these extensions in a system called Sheepdog.
The neurocognitive architecture proposed in this paper addresses the problem of learning and execution of hierarchical behaviors and complex skills.
But companies that adapt OPFOR's principles to their own practices will be able to integrate leadership, learning, and execution to gain rapid and sustained competitive advantage.
The proposed model can be also used as a high level controller for a robotic dextrous hand during learning and execution of grasping tasks.
We propose a new method to generate models of real-time embedded systems based on machine learning from execution traces, under a given hypothesis about the system's model of computation.
In this paper, we propose an approach to a fast design of hybrid learning resources which combine different forms of representations of novel scientific results (including hypertext and software) with out-of-the-box support of learning objects' execution in cloud computing platforms.
In comparison with other machine learning approaches, Random Forests are characterized by an outstanding speed (both in learning and execution phase) and generalization ability [44].
In our analysis we focused on the dorsal striatum, consisting of the caudate nucleus and the putamen, and on the nucleus accumbens in the ventral striatum because of these structures' involvement in learning and execution of complex responses.
This form of learning and execution, without parallel fibre long-term depolarization, emphasizes the role of vestibular nuclei inferior olive circuit as demonstrated by the persistence of vestibular adaptation even without cerebellar long-term depolarization (Faulstich et al., 2006).
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