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A Spiking Neural Network Builder for Systematic Data-to-Model Workflow.

, , , and . Frontiers Neuroinformatics, (2022)

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Robust Population Coding in Free-Energy-Based Reinforcement Learning., , and . ICANN (1), volume 5163 of Lecture Notes in Computer Science, page 377-386. Springer, (2008)A New Natural Policy Gradient by Stationary Distribution Metric., , , and . ECML/PKDD (2), volume 5212 of Lecture Notes in Computer Science, page 82-97. Springer, (2008)Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 2995-3003. PMLR, (2019)What are the computations of the cerebellum, the basal ganglia and the cerebral cortex?. Neural Networks, 12 (7-8): 961–974 (1999)Hierarchical reinforcement learning for motion learning: learning 'stand-up' trajectories., and . Adv. Robotics, 13 (3): 267-268 (1998)Near Saddle-Node Bifurcation Behavior as Dynamics in Working Memory for Goal-Directed Behavior., and . Neural Comput., 10 (1): 113-132 (1998)Free-energy-based reinforcement learning in a partially observable environment., , and . ESANN, (2010)Parallel Representation of Value-Based and Finite State-Based Strategies in the Ventral and Dorsal Striatum., and . PLoS Comput. Biol., (2015)A hierarchical Bayesian method to resolve an inverse problem of MEG contaminated with eye movement artifacts., , , , , , and . NeuroImage, 45 (2): 393-409 (2009)Special issue on Symbol Emergence in Robotics and Cognitive Systems (I)., , , , , , , , , and 5 other author(s). Adv. Robotics, 36 (1-2): 1-2 (2022)