1. A multichannel TEM encoder circuit comprising: a filter bank having an input bandwidth and comprising a plurality (M) of filter elements, the M filter elements being selected such that the response of the M filters are at least adjacent and collectively at least fully span the bandwidth of the filter bank; and a plurality (M) of time encoding machines (TEMs), each of the M TEMs being operatively coupled to a corresponding one of the M filter elements.