cs.NE · 2026-06-18 · No. 27
Neural and Evolutionary Computing, 2026-06-18.
1 new papers in cs.NE. Titles, authors,
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01 — The papers
1 entries-
01
Adaptive Speech-to-Spike Encoding for Spiking Neural Networks
Taharim Rahman Anon, Jakaria Islam Emon
cs.NE · cs.LG · cs.SD
The mismatch between continuous acoustic signals and discrete event-driven processing remains a fundamental bottleneck for neuromorphic speech processing. Current systems typically rely on fixed spike encoders, forcing downstream Spiking Neural Networks (SNNs) to compensate for non-adaptive input representations. To address this, we present a learnable residual speech-to-spike encoder jointly trained end-to-end with a Recurrent Leaky...
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