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- Hybrid_neural_network abstract "The term hybrid neural network can have two meanings: biological neural networks interacting with artificial neuronal models, andArtificial neural networks with a symbolic part (or, conversely, symbolic computations with a connectionist part). As for the first meaning, the artificial neurons and synapses in hybrid networks can be digital or analog. For the digital variant voltage clamps are used to monitor the membrane potential of neurons, to computationally simulate artificial neurons and synapses and to stimulate biological neurons by inducing synaptic. For the analog variant, specially designed electronic circuits connect to a network of living neurons through electrodes. As for the second meaning, incorporating elements of symbolic computation and artificial neural networks into one model was an attempt to combine the advantages of both paradigms while avoid the shortcomings. Symbolic representations have advantages with respect to explicit, direct control, fast initial coding, dynamic variable binding and knowledge abstraction. Representations of artificial neural networks, on the other hand, show advantages for biological plausibility, learning, robustness (fault-tolerant processing and graceful decay), and generalization to similar input. Since the early 1990s many attempts have been made to reconcile the two approaches.".
- Hybrid_neural_network wikiPageExternalLink sc041015-3.htm.
- Hybrid_neural_network wikiPageExternalLink wsp98.html.
- Hybrid_neural_network wikiPageID "3907217".
- Hybrid_neural_network wikiPageLength "1950".
- Hybrid_neural_network wikiPageOutDegree "17".
- Hybrid_neural_network wikiPageRevisionID "611123934".
- Hybrid_neural_network wikiPageWikiLink Analogue_electronics.
- Hybrid_neural_network wikiPageWikiLink Artificial_neural_network.
- Hybrid_neural_network wikiPageWikiLink Artificial_neuron.
- Hybrid_neural_network wikiPageWikiLink Biological_neural_network.
- Hybrid_neural_network wikiPageWikiLink Category:Artificial_intelligence.
- Hybrid_neural_network wikiPageWikiLink Category:Artificial_neural_networks.
- Hybrid_neural_network wikiPageWikiLink Category:Neural_networks.
- Hybrid_neural_network wikiPageWikiLink Computational_theory_of_mind.
- Hybrid_neural_network wikiPageWikiLink Connectionism.
- Hybrid_neural_network wikiPageWikiLink Digital_data.
- Hybrid_neural_network wikiPageWikiLink Knowledge_representation_and_reasoning.
- Hybrid_neural_network wikiPageWikiLink Membrane_potential.
- Hybrid_neural_network wikiPageWikiLink Neuron.
- Hybrid_neural_network wikiPageWikiLink Synapse.
- Hybrid_neural_network wikiPageWikiLink Voltage_clamp.
- Hybrid_neural_network wikiPageWikiLinkText "Hybrid neural network".
- Hybrid_neural_network subject Category:Artificial_intelligence.
- Hybrid_neural_network subject Category:Artificial_neural_networks.
- Hybrid_neural_network subject Category:Neural_networks.
- Hybrid_neural_network type Area.
- Hybrid_neural_network type Area.
- Hybrid_neural_network type Network.
- Hybrid_neural_network comment "The term hybrid neural network can have two meanings: biological neural networks interacting with artificial neuronal models, andArtificial neural networks with a symbolic part (or, conversely, symbolic computations with a connectionist part). As for the first meaning, the artificial neurons and synapses in hybrid networks can be digital or analog.".
- Hybrid_neural_network label "Hybrid neural network".
- Hybrid_neural_network sameAs Q5953266.
- Hybrid_neural_network sameAs m.0b66hn.
- Hybrid_neural_network sameAs Q5953266.
- Hybrid_neural_network wasDerivedFrom Hybrid_neural_network?oldid=611123934.
- Hybrid_neural_network isPrimaryTopicOf Hybrid_neural_network.