7 citations · 11 across the 4 of their papers we have counts for
5 papers
Top-down inference in an early visual cortex inspired hierarchical Variational Autoencoder
Ferenc Csikor, Balázs Meszéna, Bence Szabó +1
Interpreting computations in the visual cortex as learning and inference in a generative model of the environment has received wide support both in neuroscience and cognitive scien…
Semantic Compression of Episodic Memories
David G. Nagy, Balázs Török, Gergő Orbán
Storing knowledge of an agent's environment in the form of a probabilistic generative model has been established as a crucial ingredient in a multitude of cognitive tasks. Percepti…
Episodic memory for continual model learning
David G. Nagy, Gergő Orbán
Both the human brain and artificial learning agents operating in real-world or comparably complex environments are faced with the challenge of online model selection. In principle…
Grand Challenges for Global Brain Sciences
Joshua T. Vogelstein, Katrin Amunts, Andreas Andreou +59
The next grand challenges for society and science are in the brain sciences. A collection of 60+ scientists from around the world, together with 10+ observers from national, privat…
How (not) to assess the importance of correlations for the matching of spontaneous and evoked activity
József Fiser, Máté Lengyel, Cristina Savin +2
A comment on `Population rate dynamics and multineuron firing patterns in sensory cortex' by Okun et al. Journal of Neuroscience 32(48):17108-17119, 2012 and our response to the co…