Search Results for author: Peggy Series

Found 2 papers, 0 papers with code

Neuronal Adaptation for Sampling-Based Probabilistic Inference in Perceptual Bistability

no code implementations NeurIPS 2011 David P. Reichert, Peggy Series, Amos J. Storkey

Based on recent developments in machine learning, we show how neuronal adaptation can be understood as a mechanism that improves probabilistic, sampling-based inference.

Hallucinations in Charles Bonnet Syndrome Induced by Homeostasis: a Deep Boltzmann Machine Model

no code implementations NeurIPS 2010 Peggy Series, David P. Reichert, Amos J. Storkey

The Charles Bonnet Syndrome (CBS) is characterized by complex vivid visual hallucinations in people with, primarily, eye diseases and no other neurological pathology.

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