The Rayleigh flat fading channel at low SNR is considered.With full channel state information (CSI) at the transmitter and receiver, its capacity is shown to be essentially log(1= ) nats/symbol, as SNR goes to zero.In fact, this rate can be achieved with a just one bit of CSI at the transmitter (per fading realization) and with no receiver CSI.The capacity for the case of noisy transmitter CSI is also found.Then a Rayleigh block fading channel of coherence interval T 1= is considered 1 which has causal feedback and no a priori CSI.A training based scheme is proposed for such channels, which achieves a rate of log nats/symbol in the limit of small SNR and large .Thus, when coherence interval is of the order 1 , without any a priori CSI at either end, the capacity with full CSI at both ends is achievable.For smaller values of , a rate of log nats/symbol is shown to be achievable.