Sep 27, 2018 · Here, we describe an algorithm to construct a deep generative model that can be used to infer causes behind the stimuli received from external ...

Nov 21, 2024 · Predictive coding has been argued as a mechanism underlying sensory processing in the brain. In computational models of predictive coding, ...

Here, we describe an algorithm to construct a deep generative model that can be used to infer causes behind the stimuli received from external environment.

A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs. Shirin Dora, Cyriel Pennartz, Sander Bohté.

A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs ... predictive coding network with local hebbian synaptic plasticity.

A Deep Predictive Coding Network for Inferring Hierarchical Causes Underlying Sensory Inputs by Shirin Dora, Cyriel Pennartz, Sander Bohte published.

To address this issue, we propose deep predictive coding networks, a hierarchical generative model that empirically alters priors on the latent representations ...

Here, we describe an algorithm to construct a deep generative model that can be used to infer causes behind the stimuli received from external environment.

Predictive coding models posit that higher areas of a sensory cortical hierarchy generate predictions about the causes of the sensory inputs they receive, and ...

Sep 23, 2020 · Bayesian predictive coding is a putative neuromorphic method for acquiring higher- level neural representations to account for sensory input.