Cross-correlation threshold estimation method (XTEM)

1. A method of calibrating stimulation threshold levels of a cochlear implant, comprising:

sending a series of stimulation signals having a predetermined length in time to a selected subset of a plurality of stimulation electrodes of the cochlear implant of a user, wherein for each signal of the series of stimulation signals, the stimulation level is larger compared to the stimulation level of the previous stimulation signal;

receiving an electrophysiological signal for each of the sent stimulation signals from a measurement electrode attached to the head of the user;

calculating a cross-correlation signal for each of the received electrophysiological signals for each of the stimulation levels of the stimulation signals sent following the first sent stimulation signal with respect to the first electrophysiological signal received for the first stimulation signal,

calculating a largest value of the respective cross-correlation signal at a time of stimulating the selected subset of stimulation electrodes,

calculating a largest value of the respective cross-correlation signal at a time where no stimulation of the stimulation electrodes is present,

obtaining a difference between the largest value of the respective cross-correlation signal calculated at the time of stimulating the selected subset of stimulation electrodes and the largest value of the respective cross-correlation signal calculated at the time where no stimulation of the stimulation electrodes is present,

determining, based on the obtained difference, whether the respective cross-correlation signal exceeds a predetermined threshold level,

stopping the sending of the series of stimulation signals, and setting the current stimulation level as the threshold stimulation level for the selected subset of stimulation electrodes, when the determination is made that the calculated cross-correlation signal exceeds the predetermined threshold level for a first time, and

outputting the current level of stimulation at which the sending is stopped.

2. The calibration method according to claim 1 , wherein the sending of the series of stimulation signals includes,

increasing the stimulation signal by a predetermined first stimulation level stepwidth.

3. The calibration method according to claim 2 , further comprising, after the cross-correlation signal exceeds the predetermined threshold level for the first time,

resuming the sending of the series of stimulation signals in such manner that, for each stimulation signal of the resumed series of stimulation signals, the stimulation level is smaller compared to the stimulation level of the preceding stimulation signal by a second stimulation level stepwidth, which is smaller than the first stimulation level stepwidth, and

determining whether the respective cross-correlation signal calculated for each of the received electrophysiological signals for each of the stimulation levels of the resumed series of stimulation signals falls below the predetermined threshold.

4. The calibration method according to claim 3 , further comprising, after determining that the cross-correlation signal falls below the predetermined threshold,

further resuming the sending of series of stimulation signals in such manner that, for each stimulation signal of the further resumed series of stimulation signals, the stimulation level is larger compared to the stimulation level of the preceding stimulation signal by a third stimulation level stepwidth, which is smaller than the second stimulation level stepwidth, and

further determining whether the respective cross-correlation signal calculated for each of the received electrophysiological signals for each of the stimulation levels of the further resumed series of stimulation signals exceeds the predetermined threshold for a second time.

5. The calibration method according to claim 4 , further comprising,

stopping the further resumed sending of the series of stimulation signals and setting the current level of stimulation is set as the threshold stimulation level for the selected subset of stimulation electrodes, when the further determination is made that the cross-correlation signal exceeds the predetermined threshold level for the second time, and

outputting the current stimulation level at which the further resumed sending is stopped.

6. The calibration method according to claim 5 , further comprising,

obtaining a convolution of one electrophysiological signal with a second electrophysiological signal shifted in time, and

calculating a normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time,

wherein the calculation of the cross-correlation is based on the normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time.

7. The calibration method according to claim 4 , further comprising,

obtaining a convolution of one electrophysiological signal with a second electrophysiological signal shifted in time, and

calculating a normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time,

wherein the calculation of the cross-correlation is based on the normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time.

8. The calibration method according to claim 3 , further comprising,

obtaining a convolution of one electrophysiological signal with a second electrophysiological signal shifted in time, and

calculating a normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time,

wherein the calculation of the cross-correlation is based on the normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time.

9. The calibration method according to claim 2 , further comprising,

obtaining a convolution of one electrophysiological signal with a second electrophysiological signal shifted in time, and

calculating a normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time,

wherein the calculation of the cross-correlation is based on the normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time.

10. The calibration method according to claim 1 , further comprising,

determining, in advance, the predetermined threshold level corresponding to the value of one standard deviation of a distribution function of the values of the cross-correlation signals at a time where no stimulation of the stimulation electrodes is present.

11. The calibration method according to claim 10 , further comprising,

obtaining a convolution of one electrophysiological signal with a second electrophysiological signal shifted in time, and

calculating a normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time,

wherein the calculation of the cross-correlation is based on the normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time.

12. The calibration method according to claim 1 , further comprising,

obtaining a convolution of one electrophysiological signal with a second electrophysiological signal shifted in time, and

calculating a normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time,

wherein the calculation of the cross-correlation is based on the normalized sum of the convolution of the one electrophysiological signal with the second electrophysiological signal shifted in time.

13. A hearing device calibration system, comprising

a processing device configured to implement the method according to claim 1 ;

the cochlear implant configured to be implanted in the cochlear of the user; and

the measurement electrode configured to be attached to the head of the user.

14. A hearing device calibration system, comprising

a processing device configured to implement the method according to claim 2 ;

the cochlear implant configured to be implanted in the cochlear of the user; and

the measurement electrode configured to be attached to the head of the user.