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Michelle Miller

2 accepted papers

2023

Artificial Neuronal Ensembles with Learned Context Dependent Gating

ICLR 2023poster

Biological neural networks are capable of recruiting different sets of neurons to encode different memories. However, when training artificial neural networks on a set of tasks, typically, no mechanism is employed for selectively producing anything analogous to these neuronal ensembles. Further, art…

2022

Divisive Feature Normalization Improves Image Recognition Performance in AlexNet

ICLR 2022poster

Local divisive normalization provides a phenomenological description of many nonlinear response properties of neurons across visual cortical areas. To gain insight into the utility of this operation, we studied the effects on AlexNet of a local divisive normalization between features, with learned p…

Cited by 14SourcePDFScholar