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temporal_learning [2018/10/24 10:04]
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temporal_learning [2018/11/12 22:25]
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 https://​arxiv.org/​pdf/​1809.04423.pdf https://​github.com/​codeaudit/​neuronal_circuit_policies Re-purposing Compact Neuronal Circuit Policies to Govern Reinforcement https://​arxiv.org/​pdf/​1809.04423.pdf https://​github.com/​codeaudit/​neuronal_circuit_policies Re-purposing Compact Neuronal Circuit Policies to Govern Reinforcement
 Learning Tasks Learning Tasks
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 +https://​openreview.net/​forum?​id=BJl_VnR9Km A model cortical network for spatiotemporal sequence learning and prediction
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 +A new hierarchical cortical model for encoding spatiotemporal memory and video prediction
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 +The architecture includes feedforward,​ feedback, and local recurrent connections,​ which together implement a predictive coding scheme. Some versions of the network are shown to outperform the similar PredNet and PredRNN architectures on two video prediction tasks: moving MNIST and KTH human actions.