5 problems
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Nonexistence conjecture for gradient-flow structures of certain neural-field kernels
Nonexistence conjecture. For certain kernels, there is no gradient-flow structure, even in an adapted nonlocal Hilbert space.
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Conjecture on extending periodic-solution results to steep sigmoid firing rates
Let be a steep sigmoid-like firing-rate function; one example considered is … where is the unit step function. The paper establishes existence and linear…
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Amari's conjecture on periodic stationary solutions in neural field equations
Let be a connectivity function and consider the neural field model with firing-rate function . A periodic stationary solution is a stationary solution that is periodic…
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Optimality of the inverse-square-root convergence speed in homogeneous neural networks
Optimal convergence-speed conjecture. The fastest possible convergence has speed , achieved when