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Dynamical Systems in Neuroscience: The Geometry of Excitability and Bursting (Computational Neuroscience Series)
Author: Eugene M. Izhikevich, Tomaso A. Poggio
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This reminds me of the dynamical systems approach to AI where a system is characterized by a trajectory in state space. There's a lot of work out there, although most of it is at a lower level (e.g., neural activity, robotics control, etc.) than cognition.
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