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- W131464628 abstract "Simultaneous Pattern Processing (SPP) is defined as the ability to identify simultaneous-intermixed patterns without isolating them individually (e.g. without separating each pattern in space and processing it individually). Enhanced SPP ability is beneficial for many real-life applications such as scene understanding, separating simultaneous voices, and identifying odorant or taste mixes. The first part of this work identifies how SPP scenarios are problematic to models which train synaptic connections or implement lateral inhibition and quantifies how subtle difficulties lead to complex combinatorial issues. The second part of this work proposes and tests an algorithm motivated by Ubiquitous re-entrant 'output to input' connections found throughout sensory processing regions of the brain. Through these connections the model proposes a dynamic gain mechanism that can provide functionality normally achieved through variable synaptic connections. The re-entrant structure combined with enhanced perfonnance suggests the brain may utilize this configuration for SPP flexibility." @default.
- W131464628 created "2016-06-24" @default.
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- W131464628 date "2010-01-01" @default.
- W131464628 modified "2023-09-27" @default.
- W131464628 title "Evaluating the role of reentrant output-to-input feedback in simultaneous pattern processing" @default.
- W131464628 hasPublicationYear "2010" @default.
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