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cs.NE2026
Spiking Sequence Machines and Transformers
Joy Bose
Sequence learning reduces to similarity-based retrieval over a temporally indexed representation space, a constraint on any sequence model, not a property of a specific architectur…
cs.NE2025
Pendulum Model of Spiking Neurons
Joy Bose
We propose a biologically inspired model of spiking neurons based on the dynamics of a damped, driven pendulum. Unlike traditional models such as the Leaky Integrate-and-Fire (LIF)…