Author

Kartikey Ahlawat

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Jul 2026

Efficient EEG Seizure Detection Using INT8 Quantization, Channel Pruning, and Spiking Neural Networks

Three complementary efficiency directions for seizure detection are characterized, including conversion of the CNN into a spiking neural network (SNN) via parameter transfer, EEG channel pruning combined with 2:4 structured weight sparsity, and INT8 quantization using FX- and ONNX-based workflows, including quantizatio...

Kartikey Ahlawat · arXiv.org · 0 citations

Preprint Jul 2026

Average Distance Approximation for Static Large Graphs

The findings indicate that the Eppstein-Wang algorithm provides a practical and scalable solution for average distance estimation, with higher reliability on unipartite graphs compared to bipartite graphs.

Kartikey Ahlawat · 0 citations