Papers
- David P. Reichert, Peggy Series, and Amos J. Storkey,
Neuronal Adaptation for Sampling-Based Probabilistic
Inference in Perceptual Bistability,
Advances in Neural Information Processing
Systems 24, 2011, 24, 2357-2365. View Details PDF
Spotlight presentation (video)
- David P. Reichert, Peggy Series, and Amos J. Storkey, A
Hierarchical Generative Model of Recurrent Object-Based
Attention in the Visual Cortex, International
Conference on Artificial Neural Networks (ICANN),
2011, 6791, 18-25. View Details PDF
- David P. Reichert, Peggy Series, and Amos J. Storkey,
Hallucinations in Charles Bonnet Syndrome Induced by
Homeostasis: a Deep Boltzmann Machine Model, Advances in Neural Information Processing
Systems 23, 2010, 23, 2020-2028. View Details PDF
PhD thesis
- David P. Reichert,
Deep Boltzmann Machines as Hierarchical
Generative Models of Perceptual Inference
in the Cortex, PhD thesis, University of Edinburgh, 2012. PDF
Posters and presentations
- David P. Reichert, Peggy Series, and Amos J. Storkey, Homeostasis
causes hallucinations in a hierarchical generative model
of the visual cortex: the Charles Bonnet Syndrome, Twentieth Annual
Computational Neuroscience Meeting: CNS*2011,
2011. View Details
- David P. Reichert, Peggy Series, and Amos J. Storkey,
Unifying low-level mechanistic and high-level Bayesian
explanations of bistable perceptions: neuronal adaptation
for cortical inference, Twentieth Annual Computational Neuroscience Meeting: CNS*2011, 2011. View Details
- David P. Reichert, Peggy Series, and Amos J. Storkey, Deep Boltzmann machines as generative models of
object-based attention in the visual cortex, Fifteenth
International Conference on Cognitive and Neural
Systems, 2011. View
Details