27 citations · 36 across the 17 of their papers we have counts for
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cs.NE2019★ 2 cited
Predictive Coding as Stimulus Avoidance in Spiking Neural Networks
Atsushi Masumori, Lana Sinapayen, Takashi Ikegami
Predictive coding can be regarded as a function which reduces the error between an input signal and a top-down prediction. If reducing the error is equivalent to reducing the influ…
cs.NE2019
Reactive, Proactive, and Inductive Agents: An evolutionary path for biological and artificial spiking networks
Lana Sinapayen, Atsushi Masumori, Ikegami Takashi
Complex environments provide structured yet variable sensory inputs. To best exploit information from these environments, organisms must evolve the ability to anticipate consequenc…