New analytic formulae for memory and prediction functions in reservoir computers with time delays

Peyton Mullarkey, Sarah Marzen

Time delays increase the effective dimensionality of reservoirs, thus suggesting that time delays in reservoirs can enhance their performance, particularly their memory and predict…