3 papers
astro-ph.IM2026
A dual-polarization whitened-template trigger for real-time radio detection of extensive air showers
Qader Dorosti, Alperen Aksoy, Ilja Bekman +7
Autonomous radio stations require a first-stage trigger that rejects measured background while preserving weak extensive-air-shower pulses under tight hardware constraints. We pres…
astro-ph.IM2026
Hybrid neural denoising for resource-efficient near- and sub-threshold radio triggering of extensive air showers
Alperen Aksoy, Ilja Bekman, Markus Cristinziani +7
Autonomous radio self-triggering for extensive air showers must reject variable radio-frequency interference while preserving sensitivity to weak pulses and remaining compatible wi…
cs.NE2025
Quantization Effects of Artificial Neural Networks for Embedded Edge-Computing Applications
Alperen Aksoy, Ilja Bekman, Vesselin Dimitrov +6
This paper examines the use of Quantized Neural Networks (QNNs) for two resource-constrained scientific applications: automated calibration of semi- conductor quantum bits (qubits)…