In ␣-chloralose-anesthetized rats, changes in the blood oxygenation level-dependent (BOLD) functional MRI (fMRI) signal (⌬S͞S), and the relative spiking frequency of a neuronal ensemble (⌬͞) were measured in the somatosensory cortex during forepaw stimulation from two different baselines. Changes in cerebral oxygen consumption (⌬CMR O2͞CMRO2) were derived from the BOLD signal (at 7T) by independent determinations in cerebral blood flow (⌬CBF͞CBF) and volume (⌬CBV͞CBV). The spiking frequency was measured by extracellular recordings in layer 4. Changes in all three parameters (CMRO2, , and S) were greater from the lower baseline (i.e., deeper anesthesia). For both baselines, ⌬CMR O2͞CMRO2 and ⌬͞ were approximately one order of magnitude larger than ⌬S͞S. The final values of CMR O2 and reached during stimulation were approximately the same from both baselines. If only increments were required to support functions then their magnitudes should be independent of the baseline. In contrast, if particular magnitudes of activity were required, then sizes of increments should inversely correlate with the baseline (being larger from a lower baseline). The results show that particular magnitudes of activity support neural function. The disregard of baseline activity in fMRI experiments by differencing removes a large and necessary component of the total activity. Implications of these results for understanding brain function and fMRI experiments are discussed. A lthough much is known about the energetic costs of peripheral neurons (1, 2), only recently have quantitative relations between specific neuronal processes and their energetic costs been developed for the cerebral cortex (3, 4). A stoichiometric relation between the cerebral metabolic rate of oxygen consumption (CMR O2 ) and the glutamate-glutamine neurotransmitter flux (V cyc ) has been obtained by 13 C magnetic resonance spectroscopy (MRS) measurements in vivo (5, 6). These 13 C MRS experiments followed 13 C label flow from [1-13 C]glucose into neuronal glutamate and astrocytic glutamine pools to show that ⌬CMR O2 ͞CMR O2 Ϸ ⌬V cyc ͞V cyc in rat brain under moderately anesthetized conditions. These experiments showed that Ϸ80% of brain energy consumption is dedicated to neuronal activity under resting awake conditions.Recent MRI experiments in the anesthetized rat (7, 8) have compared (9) forepaw stimulation-induced changes in CMR O2 with extracellular recordings of relative spiking frequency (). These results showed that ⌬CMR O2 ͞CMR O2 Ϸ ⌬͞ during activation, similar to the established relation between V cyc and CMR O2 . Combining all these results we see that ⌬CMR O2 ͞ CMR O2 Ϸ ⌬V cyc ͞V cyc Ϸ ⌬͞ in the rat cortex over a wide range of activity, thereby providing an energetic basis for two parameters of neuronal activity in the brain. In this paper we explore the consequences of this relationship on the nature of functional activation and for the interpretation of neuroimaging experiments.For technical reasons, functional MRI (fMRI) generally measures increments i...