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On the theory of bias tuning in event cameras

Year: 2026
Type: article
Abstract: This paper lays the foundation for a theory of bias tuning in neuromorphic cameras, a novel sensing technology also known as “event cameras”. We begin by formulating the high-level effect of the sensitivity biases on the camera’s event rate in mathematical terms. We then show that, as a corollary of the Poincaré–Miranda theorem, the commonly used tuning principles of rate budgeting and polarity balancing lead to a unique configuration of the sensitivity biases. As a corollary, we show how by adopting these principles, the multi-variable bias-tuning problem reduces to a two-parameter problem that can be resolved experimentally.
Language: English
Open Access status: hybrid
Estimated APC paid: $3,230
OpenAlex ID: W7222818875
FWCI:
Cites: 10
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