We have developed all-electronic integrated circuits that generate and detect picosecond pulses. We have used these circuits with integrated antennas in a system capable of free-space spectroscopy in the terahertz regime. With this system we have measured magnitude- and phase-transmission characteristics for a variety of samples in the frequency range of 200 GHz-1 THz.