Researchers have used direct electrical brain stimulation to treat a range of neurological and psychiatric disorders. However, for brain stimulation to be maximally effective, clinicians and researchers should optimize stimulation parameters according to desired outcomes. To examine how different kinds of stimulation affect human brain activity, we compared the changes in neuronal activity that resulted from stimulation at a range of frequencies, amplitudes, and locations with direct human brain recordings. We recorded human brain activity directly with electrodes that were implanted in widespread regions across 106 neurosurgical epilepsy patients while systematically stimulating across a range of parameters and locations. Overall, stimulation most often had an inhibitory effect on neuronal activity, consistent with earlier work. When stimulation excited neuronal activity, it most often occurred from high-frequency stimulation. These effects were modulated by the location of the stimulating electrode, with stimulation sites near white matter more likely to cause excitation and sites near gray matter more likely to inhibit neuronal activity. By characterizing how different stimulation parameters produced specific neuronal activity patterns on a large scale, our results help guide clinicians and researchers when designing stimulation protocols to cause precisely targeted changes in human brain activity.43 Maurice et al., 2003, Windels et al., 2000, Johnson et al., 2008. There is evidence that the location 44 of a stimulation electrode also has an important role in dictating the outcome of stimulation, with 45 white-and gray-matter stimulation sites causing different effects [Histed et al., 2009, 2013 3 and Bullier, 1998a,b]. Further, Logothetis et al. [2010] show evidence in monkeys that specific pat-47 terns of stimulation can simultaneously induce inhibitory both excitatory effects in different affected 48 regions. These findings, which illustrate the diverse range of electrophysiological effects that result 49 from brain stimulation, demonstrate the challenge in designing brain stimulation protocols to alter 50 brain activity in targeted ways that achieve desired behavioral outcomes. 51 The goal of our study was to comprehensively evaluate the effects of different types of stimula-52 tion on neuronal activity across the human brain. To examine changes in neuronal activity due to 53 stimulation, we collected and analyzed direct brain recordings from 106 neurosurgical patients who 54 underwent an extensive stimulation "parameter search" paradigm involving a range of stimulation 55 frequencies and amplitudes at different cortical surface and depth locations. We then measured how 56 different stimulation parameters correlated with the directional changes in neuronal activity that re-57 sulted from stimulation. Because we sought to understand the effects of stimulation on the mean 58 activity across neuronal populations, we measured high-frequency broadband power, which provides 59 an estimate of the mean rate...