64. The method of claim 63 , wherein the step of generating the dual SSM Matrix (D(S″, S′)) from the spike-based representation of the first sequence (S′) and a spike based representation of the second sequence (S″) comprises the steps of generating the dual SSM Matrix (D(S″, S′)) with exponential decay from the spike-based representation of the first sequence (S′) and a spike based representation of the second sequence (S″).
63. The method of claim 57 , further comprising the step of converting the input sequence to a spike-based representation of the input sequence, and wherein the step of generating the dual SSM Matrix (D(S″, S′)) from the first sequence (S′) and the second sequence (S″), comprises the step of generating the dual SSM Matrix (D(S″, S′)) from the spike-based representation of the first sequence (S′) and a spike based representation of the second sequence (S″).