Brain Sciences, Free Full-Text
Por um escritor misterioso
Last updated 19 julho 2024
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Since the hippocampus plays an important role in memory and spatial cognition, the study of spatial computation models inspired by the hippocampus has attracted much attention. This study relies mainly on reward signals for learning environments and planning paths. As reward signals in a complex or large-scale environment attenuate sharply, the spatial cognition and path planning performance of such models will decrease clearly as a result. Aiming to solve this problem, we present a brain-inspired mechanism, a Memory-Replay Mechanism, that is inspired by the reactivation function of place cells in the hippocampus. We classify the path memory according to the reward information and find the overlapping place cells in different categories of path memory to segment and reconstruct the memory to form a “virtual path”, replaying the memory by associating the reward information. We conducted a series of navigation experiments in a simple environment called a Morris water maze (MWM) and in a complex environment, and we compared our model with a reinforcement learning model and other brain-inspired models. The experimental results show that under the same conditions, our model has a higher rate of environmental exploration and more stable signal transmission, and the average reward obtained under stable conditions was 14.12% higher than RL with random-experience replay. Our model also shows good performance in complex maze environments where signals are easily attenuated. Moreover, the performance of our model at bifurcations is consistent with neurophysiological studies.
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Free Sap Cbt Get File - Colaboratory
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Recent advances in recording and modulation technologies for next
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Brain Sciences, Free Full-Text
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Listen Free to Leading Brain: Powerful Science-Based Strategies
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Listen Free to Signals: How Brain Science and the Bible Help
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Csi Multi License Generator Free - Colaboratory
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Mind Your Mindset by Hyatt
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Brain Sciences, Free Full-Text
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Brain Science celebrates 15 years with Annual Review — Brain Science
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Brain Sciences, Free Full-Text
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Get Excited About the Brain! - National Institute of Mental Health
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The Brain That Changes Itself Audiobook Free Complete Version
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Unfuck Your Brain: Getting Over Anxiety, Depression, Anger, Freak
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