Time-frequency representation of electrocorticograms in temporal lobe epilepsy

Three time-frequency distributions are evaluated in terms of their efficacy in representing nonstationary electrocorticograms (ECOGs) in human temporal lobe epilepsy. The results of a new method, the exponential distribution, are compared with those of the spectrogram and the Wigner distribution. It is shown that the exponential distribution represents a considerable improvement over the spectrogram in terms of resolution and markedly reduces cross-terms present in the Wigner distribution. Exponential distribution representations of ECOGs from different stages of an epileptic record are developed as contour maps. These high-resolution representations offer a lucid display of temporal-spectral features of the rapidly varying signals that constitute ECOGs recorded in temporal lobe epilepsy.