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Type of neural network output and associated scoring function
Connectionist temporal classification (CTC) is a loss function and output representation used to train neural networks on sequence-labelling tasks where
Connectionist temporal classification
Connectionist_temporal_classification
Class of artificial neural network
version was proposed by Campolucci, Uncini and Piazza. The connectionist temporal classification (CTC) is a specialized loss function for training RNNs for
Recurrent_neural_network
Recurrent neural network architecture
applications use stacks of LSTM RNNs and train them by connectionist temporal classification (CTC) to find an RNN weight matrix that maximizes the probability
Long_short-term_memory
German computer scientist (born 1963)
published with his student Alex Graves in 2005, and its connectionist temporal classification (CTC) training algorithm in 2006. CTC was applied to end-to-end
Jürgen_Schmidhuber
Automatic conversion of spoken language into text
is important for speech. Around 2007, LSTMs trained with Connectionist Temporal Classification (CTC) began to outperform. In 2015, Google reported a 49 percent
Speech_recognition
Scottish computer scientist
memory (LSTM) neural networks by a novel method called connectionist temporal classification (CTC). This method outperformed traditional speech recognition
Alex Graves (computer scientist)
Alex_Graves_(computer_scientist)
Branch of machine learning
Fernández, Faustino Gomez, and Schmidhuber combined it with connectionist temporal classification (CTC) in stacks of LSTMs. In 2009, it became the first RNN
Deep_learning
Santiago; Gomez, Faustino; Schmidhuber, Juergen (2006). "Connectionist temporal classification: Labelling unsegmented sequence data with recurrent neural
Timeline of artificial intelligence
Timeline_of_artificial_intelligence
Topics referred to by the same term
Terminology Criteria for Adverse Events, of cancer drugs Connectionist temporal classification, a type of neural network output Counter/timer channel,
CTC
University of New South Wales, 2002. Graves, Alex, et al. "Connectionist temporal classification: labelling unsegmented sequence data with recurrent neural
List of datasets for machine-learning research
List_of_datasets_for_machine-learning_research
AI researcher
Neural Networks, Fuzzy Systems, and Knowledge Engineering and Evolving Connectionist Systems: The Knowledge Engineering Approach. He is the recipient of
Nikola_Kasabov
Methods in artificial intelligence research
philosophical positions have been outlined among connectionists: Implementationism—where connectionist architectures implement the capabilities for symbolic
Symbolic artificial intelligence
Symbolic_artificial_intelligence
Subfield of artificial intelligence
enable neuro and combinatorial reasoning together. The work on connectionist modal and temporal logics by Garcez, Lamb and Gabbay is aligned with this approach
Neuro-symbolic_AI
AI's tendency to abruptly and drastically forget old info after learning new info
part of the connectionist approach to cognitive science. The issue of catastrophic interference when modeling human memory with connectionist models was
Catastrophic_interference
Neural network architecture
Shift-invariant classification means that the classifier does not require explicit segmentation prior to classification. For the classification of a temporal pattern
Time_delay_neural_network
Type of feedforward neural network
little work on applying CNNs to video classification. Video is more complex than images since it has another (temporal) dimension. However, some extensions
Convolutional_neural_network
Field of artificial intelligence
symbolic formalisms and explored the possibilities of integrating it with connectionist approaches. The earliest work in computerized knowledge representation
Knowledge representation and reasoning
Knowledge_representation_and_reasoning
Machine learning algorithm
Constructing skill trees Q-learning Temporal difference learning Reinforcement learning Online Q-Learning using Connectionist Systems" by Rummery & Niranjan
State–action–reward–state–action
State–action–reward–state–action
Branch of artificial intelligence aiming to create AI systems with "common sense"
state of the world at the beginning is either known or can be calculated. Temporal reasoning is the ability to make presumptions about humans' knowledge of
Commonsense_reasoning
Learning disability affecting reading
disorder with a genetic component.") Woollams AM (19 January 2014). "Connectionist neuropsychology: uncovering ultimate causes of acquired dyslexia". Philosophical
Dyslexia
Machine learning method
Muselli, Marco (2006). "Switching Neural Networks: A new connectionist model for classification" (PDF). WIRN 2005 and NAIS 2005, Lecture Notes on Computer
Logic_learning_machine
Computer system emulating human expert
reasoning, such as fuzzy logic, and combination of probabilities. Ontology classification. With the addition of object classes to the knowledge base, a new type
Expert_system
Subset of artificial intelligence
task is called model selection. Artificial neural networks (ANNs), or connectionist systems, are computing systems vaguely inspired by the biological neural
Machine_learning
Formal language used to construct ontologies
Qualitative reasoning Reason maintenance Spatio-temporal reasoning Reasoning systems Expert systems CLIPS Connectionist expert systems Expert systems for mortgages
Ontology_language
Qualitative reasoning Reason maintenance Spatio-temporal reasoning Reasoning systems Expert systems CLIPS Connectionist expert systems Expert systems for mortgages
Deductive_classifier
Classification of Artificial Neural Networks (ANNs)
Autoassociative memory Autoencoder Biologically inspired computing Blue brain Connectionist expert system Decision tree Expert system Genetic algorithm In Situ
Types of artificial neural networks
Types_of_artificial_neural_networks
Facts assumed to be known to all humans
pdf#page=102 AI-Complete, AI-Hard, or AI-Easy-Classification of Problems in AI AI-Easy-Classification of Problems in AI]." MAICS 2012. Andrich, C, Novosel
Commonsense knowledge (artificial intelligence)
Commonsense_knowledge_(artificial_intelligence)
Signal processing computational method
term structure of interest rates: An Independent Component Analysis". Connectionist Approaches in Economics and Management Sciences. Advances in Computational
Independent component analysis
Independent_component_analysis
Process of solving new problems based on the solutions of similar past problems
Qualitative reasoning Reason maintenance Spatio-temporal reasoning Reasoning systems Expert systems CLIPS Connectionist expert systems Expert systems for mortgages
Case-based_reasoning
Computational model used in machine learning
biological systems via connectionism. Unlike the von Neumann model, connectionist computing does not separate memory and processing.[citation needed]
Neural network (machine learning)
Neural_network_(machine_learning)
Machine learning technique
doi:10.1007/BF00335349. PMID 6307398. Hinton, Geoffrey E. (1989). "Connectionist learning procedures". Artificial Intelligence. 40 (1–3): 185–234. doi:10
Attention_(machine_learning)
Artificial intelligence data structure
agenda of the Semantic Web spawned a renewed interest in automatic classification and frame languages. An example is the Web Ontology Language (OWL) standard
Frame (artificial intelligence)
Frame_(artificial_intelligence)
UM-CS-1995-107 Bozinovski, S. (1999) "Crossbar Adaptive Array: The first connectionist network that solved the delayed reinforcement learning problem" In A
Timeline_of_machine_learning
Optimization algorithm for artificial neural networks
theoretical framework for back-propagation." Proceedings of the 1988 connectionist models summer school. Vol. 1. 1988. Hecht-Nielsen, Robert (1990). Neurocomputing
Backpropagation
ISSN 0003-6935. PMID 20523475. Feldman, J. A.; Ballard, D. H. (1982-07-01). "Connectionist models and their properties". Cognitive Science. 6 (3): 205–254. doi:10
History of artificial neural networks
History_of_artificial_neural_networks
Model-free reinforcement learning algorithm
Bozinovski, S. (15 July 1999). "Crossbar Adaptive Array: The first connectionist network that solved the delayed reinforcement learning problem". In
Q-learning
Neurological disorder
continuum hypothesis was supported by this pattern of symptoms. The "connectionist model" suggests that the phonological and semantic features of a word
Deep_dyslexia
Blueprint for intelligent agents
properties of the modelled system. Cognitive architectures can be symbolic, connectionist, or hybrid. Some cognitive architectures or models are based on a set
Cognitive_architecture
Hypothesis of language influencing thought
but that other processes are better considered as developing from connectionist factors. The idea that language and thought are intertwined is ancient
Linguistic_relativity
Machine learning that combines deep learning and reinforcement learning
Ronald J (1992). "Simple Statistical Gradient-Following Algorithms for Connectionist Reinforcement Learning". Machine Learning. 8 (3–4): 229–256. doi:10
Deep_reinforcement_learning
Algorithm for modelling sequential data
2021-01-13. Retrieved 2019-08-25. Feldman, J; Ballard, D (September 1982). "Connectionist models and their properties". Cognitive Science. 6 (3): 205–254. doi:10
Transformer_(deep_learning)
Forming something new and somehow valuable
"Incubation, insight, and creative problem solving: A unified theory and a connectionist model". Psychological Review. 117 (3): 994–1024. doi:10.1037/a0019532
Creativity
List of concepts in artificial intelligence
linguistically motivated computational paradigms emphasizing neural networks, connectionist systems, genetic algorithms, evolutionary programming, fuzzy systems
Glossary of artificial intelligence
Glossary_of_artificial_intelligence
Idea that knowledge comes only/mainly from sensory experience
Annette; Parisi, Domenico; Plunkett, Kim (1996). Rethinking Innateness: A Connectionist Perspective on Development. MIT Press. ISBN 9780585020341. Pinker, Steven
Empiricism
Mental process dealing with knowledge
mechanisms in the brain. In this regard, there are various parallels between connectionist models of the mind and the neural networks employed in the field of
Cognition
Neural network that learns efficient data encoding in an unsupervised manner
7551/mitpress/5236.001.0001. ISBN 978-0-262-29140-8. Harrison TD (1987) A Connectionist framework for continuous speech recognition. Cambridge University Ph
Autoencoder
Stages in the development of children
theory, social interactionist theory, usage-based theory (Tomasello), connectionist theory, and behaviorist theory (Skinner). Generativist theories say
Child_development
varying notions of the structure of the brain when it comes to language. Connectionist models emphasize the idea that a person's lexicon and their thoughts
Philosophy_of_language
CONNECTIONIST TEMPORAL-CLASSIFICATION
CONNECTIONIST TEMPORAL-CLASSIFICATION
Surname or Lastname
English
English : of uncertain origin; perhaps a topographic name for someone living on low-lying land (Old English ēg) with a hut or temporary shelter (Old Norse skáli) on it.
Surname or Lastname
English (chiefly Lancashire)
English (chiefly Lancashire) : topographic name for someone who lived by or worked at a rough temporary shelter for animals, Middle English helm (Old Norse hjalmr, related to the Old English and Old High German words in 2 below), or a habitational name from a minor place named Helm or Helme from this word, as for example in County Durham, Northumberland, and West Yorkshire.English, German, and Dutch : metonymic occupational name for a maker of helmets, from Middle English, Middle High German, Middle Dutch helm.German and Dutch : from a medieval personal name, a short form of any of the various compound names formed with helm ‘helmet’. Compare, e.g., Helmbrecht.Scottish : habitational name from Helme in Roxburghshire (Borders).Jewish (Ashkenazic) : ornamental name from German Helm ‘helmet’.
Surname or Lastname
English
English : local name for someone who lived in a small cottage or temporary dwelling, Middle English logge (Old French loge, of Germanic origin). The term was used in particular of a cabin erected by masons working on the site of a particular construction project, such as a church or cathedral, and so it was probably in many cases equivalent to an occupational name for a mason. Reaney suggests that one early form, atte Logge, might sometimes have denoted the warden of a masons’ lodge.Henry Cabot Lodge (1850–1924), the influential U.S. senator from MA, was born in Boston, the only son of John Ellerton Lodge, a prosperous merchant and owner of swift clipper ships engaged in commerce with China, one of several Lodges who emigrated from England in the 18th and 19th centuries.
Girl/Female
Gujarati, Hindu, Indian, Kannada, Rajasthani, Traditional
A Flowering Plan; Generally Used for Temporary Skin Decoration for Special Occasions
Surname or Lastname
English
English : from Middle English winter ‘winter’ + bottom ‘valley’, hence a topographic name, especially in the hilly regions of Lancashire and Yorkshire, for someone whose principal dwelling was in a valley inhabited only in winter (the summer being spent in temporary shelters on the upland pasture).
Surname or Lastname
English
English : variant spelling of Rouse.German : from a short form of a Germanic personal name formed with hrÅd ‘renown’.German (of Slavic origin) : from Old Slavic rusu ‘reddish’, ‘blond’, hence a nickname or an ethnic name meaning ‘Russian’.Swiss German : topographic name for someone who lived by a scree, Middle High German ru(o)zze.In some instances the name referred to personal or business connections with Russia, the country of the Reussen, from Middle High German Riusse.
Surname or Lastname
English
English : ethnic name from Old French germain ‘German’ (Latin Germanus). This sometimes denoted an actual immigrant from Germany, but was also used to refer to a person who had trade or other connections with German-speaking lands. The Latin word Germanus is of obscure and disputed origin; the most plausible of the etymologies that have been proposed is that the people were originally known as the ‘spear-men’, with Germanic gÄ“r, gÄr ‘spear’ as the first element.English (of Norman origin) : from the Old French personal name Germain (see Germain).Americanized spelling of Spanish Germán or Hungarian Germán, cognates of 2.German : from the saint’s name German(us). See also Germann.Jewish (eastern Ashkenazic) : Russianized variant of Hermann.Greek : reduced form of Germanos, a Greek personal name, bestowed in honor of saints of the Eastern Church distinct from St. Germain: in particular, St. Germanos in the 8th century, liturgical poet and patriarch of Constantinople. The Greek surname can also denote someone associated with Germany or someone with blond hair.
Surname or Lastname
English
English : medieval English name for someone from Portugal (see Portugal) or who had connections with Portugal.
CONNECTIONIST TEMPORAL-CLASSIFICATION
CONNECTIONIST TEMPORAL-CLASSIFICATION
Boy/Male
Celtic, German, Irish
Famous Fighter; Light; Brightness; Famous Warrior
Boy/Male
Hindu, Indian
Existent
Girl/Female
Tamil
Season
Boy/Male
Hindu
Young Lord Shiva
Girl/Female
Muslim/Islamic
Name of a planet
Boy/Male
Indian, Punjabi, Sikh
Supervisor; Eye Sight
Girl/Female
Muslim
Garden, Gulshan
Male
German
German form of Latin Valentinus, VELTEN means "healthy, strong."
Girl/Female
Hindu, Indian
Baraf Ka Tukda; Precious
Boy/Male
Tamil
Able, Fit
CONNECTIONIST TEMPORAL-CLASSIFICATION
CONNECTIONIST TEMPORAL-CLASSIFICATION
CONNECTIONIST TEMPORAL-CLASSIFICATION
CONNECTIONIST TEMPORAL-CLASSIFICATION
CONNECTIONIST TEMPORAL-CLASSIFICATION
n.
One who makes or practices contortions.
a.
Pertaining to the femur or thigh; as, the femoral artery.
n.
One who enters into a convention, covenant, or contract.
a.
Situated in front of the temporal bone.
adv.
In a temporal manner; secularly.
n.
A post-temporal bone.
n.
The zygomatic process of the temporal bone.
a.
Of or pertaining to both the temple and the ear; as, the temporo-auricular nerve.
n.
Anything temporal or secular; a temporality; -- used chiefly in the plural.
a.
Unobjectionable; unquestionably excellent; as, a person of undeniable connections.
n.
Pertaining to the temple; temporal.
n.
Civil or political, as distinguished from ecclesiastical; as, temporal power; temporal courts.
n.
Of or pertaining to time, that is, to the present life, or this world; secular, as distinguished from sacred or eternal.
a.
Situated above the temporal bone or temporal fossa.
a.
Below the temple; below the temporal bone.
a.
Situated back of the temporal bone or the temporal region of the skull; -- applied especially to a bone which usually connects the supraclavicle with the skull in the pectoral arch of fishes.
a.
Lasting for a time only; existing or continuing for a limited time; not permanent; as, the patient has obtained temporary relief.
n.
The squamous part of the temporal bone, or a bone correspondending to it, under Temporal.
a.
Of or pertaining to the temple or temples; as, the temporal bone; a temporal artery.