Yoshiaki Takashita

This work asks what a snapshot misses when the wiring changes over time, and reads three boundaries not usually called schedules: frequency hopping, whose standard results are these closed forms with channels in place of edges; the air gap, whose always-on crossing set is empty and whose known breach came at the one phase a snapshot misses

This work asks how far one can get with wiring that is fixed, sparse, and simply rotated from layer to layer, and reports what did not work - learned coordinates, and a"dynamics"variant whose apparent gains turned out to be an artefact of a saturated kernel.