Author

Nergis Tömen

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#artificial intelligence Preprint Oct 2026

Beyond Low-Pass Dynamics: Frequency-Selective Spiking Reservoirs with Resonant Neurons

HRF-Res, a liquid state machine in which LIF neurons are replaced by a heterogeneous population of Harmonic Resonate-and-Fire neurons, achieves state-of-the-art accuracy among spiking reservoir methods and demonstrates that introducing frequency-selective dynamics into spiking reservoirs improves representational quali...

Aurora Micheli, C. Gallicchio, Nergis Tömen · 0 citations

Preprint Aug 2026

Cooking beyond Frames: A Stereo Event Camera Dataset in the Kitchen

This paper introduces EventKitchen, a large-scale stereo event camera benchmark dataset of human cooking activities in the kitchen that establishes a challenging benchmark for neuromorphic vision beyond autonomous driving.

Cheng Feng, Hesam Araghi, Li-Ming Zheng et al. · 0 citations