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Recent studies have demonstrated large amplitude spontaneous fluctuations in functional‐MRI (fMRI) signals in humans in the resting state. Importantly, these spontaneous fluctuations in blood‐oxygenation‐level‐dependent (BOLD) signal are often synchronized over distant parts of the brain, a phenomenon termed functional‐connectivity. Functional‐connectivity is widely assumed to reflect interregional coherence of fluctuations in activity of the underlying neuronal networks. Despite the large body of human imaging literature on spontaneous activity and functional‐connectivity in the resting state, the link to underlying neural activity remains tenuous. Through simultaneous fMRI and intracortical neurophysiological recording, we demonstrate correlation between slow fluctuations in BOLD signals and concurrent fluctuations in the underlying locally measured neuronal activity. This correlation varied with time‐lag of …