Binary search toward the higher neighbor. When left == right, you've found a peak.
function findPeakElement(nums):
left = 0
right = nums.length - 1
while left < right:
mid = (left + right) / 2
if nums[mid] < nums[mid + 1]:
left = mid + 1
else:
right = mid
return left
time, space.