Search Results for author: Dario Konopatzki

Found 2 papers, 1 papers with code

The Tensor Brain: A Unified Theory of Perception, Memory and Semantic Decoding

1 code implementation27 Sep 2021 Volker Tresp, Sahand Sharifzadeh, Hang Li, Dario Konopatzki, Yunpu Ma

Although memory appears to be about the past, its main purpose is to support the agent in the present and the future.

Decision Making Self-Supervised Learning

The Tensor Brain: Semantic Decoding for Perception and Memory

no code implementations29 Jan 2020 Volker Tresp, Sahand Sharifzadeh, Dario Konopatzki, Yunpu Ma

In particular, we propose that explicit perception and declarative memories require a semantic decoder, which, in a simple realization, is based on four layers: First, a sensory memory layer, as a buffer for sensory input, second, an index layer representing concepts, third, a memoryless representation layer for the broadcasting of information ---the "blackboard", or the "canvas" of the brain--- and fourth, a working memory layer as a processing center and data buffer.

Knowledge Graphs

Cannot find the paper you are looking for? You can Submit a new open access paper.