Knowledge Tree
neural architectures
Also known as: neural-network architectures, neural architecture
Facts (12)
Sources
Neuro-Symbolic AI: Explainability, Challenges, and Future Trends arxiv.org Nov 7, 2024 1 fact
referenceHooshyar (2024) proposed a method for temporal learner modelling that integrates neural and symbolic architectures.
The Synergy of Symbolic and Connectionist AI in LLM ... arxiv.org 1 fact
claimLarge Language Models are a triumph of connectionism, utilizing vast amounts of data and sophisticated neural architectures to produce coherent and contextually relevant texts.
The Role of Play in Cognitive Development cwcpediatrics.com Nov 17, 2025 1 fact
claimEngaging in play from birth through childhood creates neural architecture that supports ongoing learning, cognitive function, health, and positive behavior throughout life, while releasing chemicals such as dopamine and oxytocin.
The function(s) of consciousness: an evolutionary perspective frontiersin.org Nov 25, 2024 1 fact
referenceShapson-Coe et al. (2024) conducted high-resolution reconstructions of neural architecture, which provides a method for investigating the structural and neurophysiological basis of consciousness.
A comprehensive overview on demand side energy management ... link.springer.com Mar 13, 2023 1 fact
referencePatyn, Ruelens, and Deconinck (2018) conducted a study comparing neural architectures for demand response using model-free reinforcement learning for heat pump control, presented at the 2018 IEEE International Energy Conference (ENERGYCON).
In defense of scientifically and philosophically (not politically ... blog.apaonline.org Nov 14, 2023 1 fact
claimIntegrated Information Theory postulates suggest that the neural correlate of being conscious is located in a temporal-parietal-occipital 'hot zone' of the brain, which possesses the neural architecture for reciprocal projections capable of manifesting a maximally irreducible cause-effect structure.
The construction and refined extraction techniques of knowledge ... nature.com Feb 10, 2026 1 fact
referenceGuillaume Lample et al. published 'Neural Architectures for Named Entity Recognition' in the Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, pages 260–270, in 2016.
Neuro-symbolic AI - Wikipedia en.wikipedia.org 1 fact
claimKey research questions in neuro-symbolic AI include: What is the best way to integrate neural and symbolic architectures? How should symbolic structures be represented within neural networks and extracted from them? How should common-sense knowledge be learned and reasoned about? How can abstract knowledge that is hard to encode logically be handled?
A harder problem of consciousness: reflections on a 50-year quest ... frontiersin.org 1 fact
referenceThomas Nagel (1974) identified that discussions on consciousness have traditionally focused on the emergence of qualia within the brain's neural architecture, a phenomenon often referred to as the alchemy of qualia.
Unlocking the Potential of Generative AI through Neuro-Symbolic ... arxiv.org Feb 16, 2025 1 fact
claimMendez-Lucero et al. suggest that all neural network models can be modeled by the compiled paradigm by embedding symbolic logic into neural architectures to bridge data-driven learning with symbolic reasoning.
Understanding LLM Understanding skywritingspress.ca Jun 14, 2024 1 fact
claimLanguage models succeed in part because they share information-processing constraints with humans, specifically the shared core task of predicting upcoming input, rather than relying on specific neural-network architectures or hardwired formal structures.
Building Better Agentic Systems with Neuro-Symbolic AI cutter.com Dec 10, 2025 1 fact
claimNeural architectures excel at extracting patterns from high-dimensional inputs, such as datasets with a large number of features or attributes.