We use microwave induced adiabatic passages for selective spin flips within a string of optically trapped individual neutral Cs atoms. We position-dependently shift the atomic transition frequency with a magnetic field gradient. To flip the spin of a selected atom, we optically measure its position and sweep the microwave frequency across its respective resonance frequency. We analyze the addressing resolution and the experimental robustness of this scheme. Furthermore, we show that adiabatic spin flips can also be induced with a fixed microwave frequency by deterministically transporting the atoms across the position of resonance.PACS numbers: 03.67.Lx, 39.25.+k, 32.80.Qk Adiabatic passages (APs) [1] are an interesting alternative to purely resonant interaction for controlling the quantum state of atoms. They rely on the fact that the coupled atom-field system remains in its instantaneous eigenstate if the variation of its parameters (atomfield detuning and field strength) is sufficiently slow and smooth. One can thus adiabatically transfer a system from an initial to a final state and, under certain conditions, fluctuations of the parameters will not affect the outcome of the AP. The pioneering works concerning APs were performed in nuclear magnetism to achieve inversion of a spin system [2]. The first application of this method in the optical domain was realized in [3] to invert the population in NH 3 molecules. Ever since, a multitude of different AP techniques have been proposed and successfully realized [4]. It has also been shown that APs can be used to robustly prepare superpositions of energy eigenstates [5]. Furthermore, it was proposed to prepare entanglement and implement quantum logic operations through adiabatic processes [6,7].We have recently demonstrated that a string of neutral Cs atoms stored in a standing wave optical dipole trap can be used to realize a quantum register [8]. There, quantum information was written into the two Cs hyperfine ground states by subjecting selected atoms to resonant microwave pulses. Here, we report on the realization of an adiabatic method for flipping the states of individual atoms out of a string. As in [8], the atoms are discriminated through a position dependent transition frequency. The APs are accomplished by sweeping the microwave frequency across the resonance frequency of the respective atom. We investigate the performance of our method by recording AP spectra of few as well as of single atoms, yielding high-quality data in perfect agreement with theory. The spatial discrimination of this scheme is comparable to resonant addressing. At the same time, the method is much more robust than in the resonant case. It is therefore a useful tool for the manipulation and control of our quantum register.Combining fixed frequency microwave pulses with our "optical conveyor belt" technique [9, 10] inside a magnetic field gradient, we furthermore realize APs by transporting atoms across the position of resonance. In this experiment, the atom-field coupling and the ...