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Sep, 2023
神经预测与对齐的谱理论
A Spectral Theory of Neural Prediction and Alignment
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Abdulkadir Canatar, Jenelle Feather, Albert Wakhloo, SueYeon Chung
TL;DR
使用最新的理论框架,测试了大量预测视觉皮层活动的深度神经网络,并展示了多种几何特性导致通过回归测量的低神经预测误差,从而证明了仔细分解表征度量可以解释模型如何捕捉神经活动,并指导神经活动的改进模型。
Abstract
The
representations
of
neural networks
are often compared to those of biological systems by performing
regression
between the neural netwo
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