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Functional Interactions between Sensory and Memory Networks for Adaptive Behavior.

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0 Published in 2021 at "Cerebral cortex"

DOI: 10.1093/cercor/bhab160

Abstract: The brain's capacity to adapt to sensory inputs is key for processing sensory information efficiently and interacting in new environments. Following repeated exposure to the same sensory input, brain activity in sensory areas is known… read more here.

Keywords: interactions sensory; memory networks; adaptive processing; adaptation ... See more keywords

Geometric Control and Memory in Networks of Hysteretic Elements.

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0 Published in 2024 at "Physical review letters"

DOI: 10.1103/physrevlett.134.188201

Abstract: The response of driven frustrated media stems from interacting hysteretic elements. We derive explicit mappings from networks of hysteretic springs to their abstract representation as interacting hysterons. These mappings reveal how the physical network controls… read more here.

Keywords: hysteretic elements; geometric control; memory networks; control memory ... See more keywords

Convolutional End-to-End Memory Networks for Multi-Hop Reasoning

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0 Published in 2019 at "IEEE Access"

DOI: 10.1109/access.2019.2940707

Abstract: Machine reading and comprehension using differentiable reasoning models has recently been studied extensively, and memory networks have demonstrated promising performance on some reasoning tasks such as factual reasoning and basic deduction. However, as a natural… read more here.

Keywords: convolutional end; end end; memory; end memory ... See more keywords

Heterogeneous Forgetting Rates and Greedy Allocation in Slot-Based Memory Networks Promotes Signal Retention

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0 Published in 2024 at "Neural Computation"

DOI: 10.1162/neco_a_01655

Abstract: Abstract A key question in the neuroscience of memory encoding pertains to the mechanisms by which afferent stimuli are allocated within memory networks. This issue is especially pronounced in the domain of working memory, where… read more here.

Keywords: memory; memory networks; forgetting rates; allocation ... See more keywords

Autonomous retrieval for continuous learning in associative memory networks

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0 Published in 2025 at "Frontiers in Computational Neuroscience"

DOI: 10.3389/fncom.2025.1655701

Abstract: The brain’s faculty to assimilate and retain information, continually updating its memory while limiting the loss of valuable past knowledge, remains largely a mystery. We address this challenge related to continuous learning in the context… read more here.

Keywords: continuous learning; memory; associative memory; memory networks ... See more keywords