Event-Native Symbolic-Temporal Spike Encoding Framework for Heterogeneous Cyber Streams
An event-native symbolic-temporal spike encoding framework that maps heterogeneous cyber events directly into sparse, spike-compatible inputs is introduced, assigning encoding roles to semantic identity, local frequency context, and inter-event timing, which preserves categorical semantics and temporal dynamics.
Dalton Diez, Peyton Andras, Maxwell T. Shroyer et al.
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