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In this paper, we prove the existences of pullback attractors in for stochastic Fitzhugh-Nagumo system driven by both additive noises and deterministic non-autonomous forcings. The nonlinearity is polynomial like growth with exponent . The asymptotic compactness for the cocycle in $L^{p}(^N)\times L^{2}(^N)$ is proved by using asymptotic a priori method, where the plus and minus signs of the nonlinearity at large value are not required.

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