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BIDIRECTIONAL RECURRENT-NEURAL-NETWORKS

  • Bidirectional recurrent neural networks
  • Type of artificial neural network

    Bidirectional recurrent neural networks (BRNN) connect two hidden layers of opposite directions to the same output. With this form of generative deep

    Bidirectional recurrent neural networks

    Bidirectional_recurrent_neural_networks

  • Recurrent neural network
  • Class of artificial neural network

    In artificial neural networks, recurrent neural networks (RNNs) are designed for processing sequential data, such as text, speech, and time series, where

    Recurrent neural network

    Recurrent_neural_network

  • Gated recurrent unit
  • Memory unit used in neural networks

    In artificial neural networks, the gated recurrent unit (GRU) is a gating mechanism used in recurrent neural networks, introduced in 2014 by Kyunghyun

    Gated recurrent unit

    Gated_recurrent_unit

  • Deep learning
  • Branch of machine learning

    fully connected networks, deep belief networks, recurrent neural networks, recurrent Random neural networks, convolutional neural networks, generative adversarial

    Deep learning

    Deep learning

    Deep_learning

  • Types of artificial neural networks
  • Classification of Artificial Neural Networks (ANNs)

    variable-length dependencies. Recurrent neural networks (RNN): Contains loops that allow information to persist. The network has a "hidden state" that acts

    Types of artificial neural networks

    Types_of_artificial_neural_networks

  • History of artificial neural networks
  • simulating these networks. Later, advances in hardware and the development of the backpropagation algorithm, as well as recurrent neural networks and convolutional

    History of artificial neural networks

    History_of_artificial_neural_networks

  • Attention Is All You Need
  • 2017 research paper by Google

    transformers, recurrent neural networks (RNNs) were widely used for sequence modelling and generation. A well-cited early example was the Elman network (1990)

    Attention Is All You Need

    Attention Is All You Need

    Attention_Is_All_You_Need

  • Generative adversarial network
  • Machine learning framework

    his colleagues at Université de Montréal in June 2014. In a GAN, two neural networks compete with each other in the form of a zero-sum game, where one agent's

    Generative adversarial network

    Generative adversarial network

    Generative_adversarial_network

  • Transformer (deep learning)
  • Algorithm for modelling sequential data

    sequence positions during training more readily than those of recurrent neural networks like long short-term memory (LSTM). Later variations have been

    Transformer (deep learning)

    Transformer (deep learning)

    Transformer_(deep_learning)

  • Language model
  • Statistical model of language

    texts scraped from the public internet). They have superseded recurrent neural network-based models, which had previously superseded the purely statistical

    Language model

    Language_model

  • Hopfield network
  • Form of artificial neural network

    A Hopfield network (or associative memory) is a form of recurrent neural network, or a spin glass system, that can serve as a content-addressable memory

    Hopfield network

    Hopfield_network

  • Long short-term memory
  • Recurrent neural network architecture

    Long short-term memory (LSTM) is a type of recurrent neural network (RNN) aimed at mitigating the vanishing gradient problem commonly encountered by traditional

    Long short-term memory

    Long short-term memory

    Long_short-term_memory

  • Jürgen Schmidhuber
  • German computer scientist (born 1963)

    paths in artificial neural networks. To overcome this problem, Schmidhuber (1991) proposed a hierarchy of recurrent neural networks (RNNs) pre-trained

    Jürgen Schmidhuber

    Jürgen Schmidhuber

    Jürgen_Schmidhuber

  • Neural oscillation
  • Brainwaves, repetitive patterns of neural activity in the central nervous system

    Neural oscillations, or brainwaves, are rhythmic or repetitive patterns of neural activity in the central nervous system. Neural tissue can generate oscillatory

    Neural oscillation

    Neural oscillation

    Neural_oscillation

  • BERT (language model)
  • Series of language models developed by Google AI

    Bidirectional encoder representations from transformers (BERT) is a language model introduced in October 2018 by researchers at Google. It learns to represent

    BERT (language model)

    BERT_(language_model)

  • Bidirectional associative memory
  • Bidirectional associative memory (BAM) is a type of recurrent neural network. BAM was introduced by Bart Kosko in 1988. There are two types of associative

    Bidirectional associative memory

    Bidirectional_associative_memory

  • Multimodal learning
  • Machine learning methods using multiple input modalities

    corresponding textual descriptions. A Boltzmann machine is a type of stochastic neural network invented by Geoffrey Hinton and Terry Sejnowski in 1985. Boltzmann machines

    Multimodal learning

    Multimodal_learning

  • Unsupervised learning
  • Paradigm in machine learning that uses no classification labels

    Hence, some early neural networks bear the name Boltzmann Machine. Paul Smolensky calls − E {\displaystyle -E\,} the Harmony. A network seeks low energy

    Unsupervised learning

    Unsupervised_learning

  • Speech recognition
  • Automatic conversion of spoken language into text

    use neural networks for feature transformation, or dimensionality reduction. However, more recently, LSTM and related recurrent neural networks (RNNs)

    Speech recognition

    Speech_recognition

  • Encog
  • Machine learning framework

    train neural networks. Encog has been in active development since 2008. ADALINE Neural Network Adaptive Resonance Theory 1 (ART1) Bidirectional Associative

    Encog

    Encog

  • Brain–computer interface
  • Connection between brain and computer

    detected in the motor cortex, utilizing Hidden Markov models and recurrent neural networks. Since researchers from UCSF initiated a brain-computer interface

    Brain–computer interface

    Brain–computer interface

    Brain–computer_interface

  • Attractor network
  • Type of recurrent dynamical network

    {\displaystyle {\frac {dx}{dt}}=-\lambda x+f(Wx)} . Bidirectional networks are similar to Hopfield networks, with the special case that the matrix W {\displaystyle

    Attractor network

    Attractor_network

  • Timeline of artificial intelligence
  • Recurrent Neural Networks, in Bengio, Yoshua; Schuurmans, Dale; Lafferty, John; Williams, Chris K. I.; and Culotta, Aron (eds.), Advances in Neural Information

    Timeline of artificial intelligence

    Timeline of artificial intelligence

    Timeline_of_artificial_intelligence

  • Autoassociative memory
  • “banana” to the different pattern “monkey.” Bidirectional associative memories (BAM) are artificial neural networks that have long been used for performing

    Autoassociative memory

    Autoassociative_memory

  • Connectionist temporal classification
  • Type of neural network output and associated scoring function

    classification (CTC) is a loss function and output representation used to train neural networks on sequence-labelling tasks where the input and output are not aligned

    Connectionist temporal classification

    Connectionist_temporal_classification

  • Self-supervised learning
  • Machine learning paradigm

    rather than relying on externally-provided labels. In the context of neural networks, self-supervised learning aims to leverage inherent structures or relationships

    Self-supervised learning

    Self-supervised_learning

  • Network neuroscience
  • Approach to understanding the human brain

    feedforward neural networks (i.e., Multi-Layer Perceptrons (MLPs)), (2) convolutional neural networks (CNNs), and (3) recurrent neural networks (RNNs). Recently

    Network neuroscience

    Network_neuroscience

  • Associative memory
  • Topics referred to by the same term

    of itself Bidirectional associative memory, a type of recurrent neural network Hopfield network, a form of recurrent artificial neural network Transderivational

    Associative memory

    Associative_memory

  • State space model (deep learning)
  • Characterizes a recent neural network architecture providing advances in time series deep learning

    "Legendre Memory Units: Continuous-Time Representation in Recurrent Neural Networks". Advances in Neural Information Processing Systems (NeurIPS), 32, 15544-15553

    State space model (deep learning)

    State_space_model_(deep_learning)

  • Representation learning
  • Set of learning techniques in machine learning

    result in high label prediction accuracy. Examples include supervised neural networks, multilayer perceptrons, and dictionary learning. In unsupervised feature

    Representation learning

    Representation learning

    Representation_learning

  • Word2Vec
  • Models used to produce word embeddings

    used to produce word embeddings. These models are shallow, two-layer neural networks that are trained to reconstruct linguistic contexts of words. Word2Vec

    Word2Vec

    Word2Vec

  • Speech processing
  • Study of speech signals and the processing methods of these signals

    Neural Networks for Acoustic Modeling in Speech Recognition" (PDF). 2019-07-23. Retrieved 2024-11-05. "SPEECH RECOGNITION WITH DEEP RECURRENT NEURAL NETWORKS"

    Speech processing

    Speech_processing

  • Video super-resolution
  • Generating high-resolution video frames from given low-resolution ones

    Convolutional Networks". arXiv:1902.06568v1 [cs.LG]. Huang, Yan; Wang, Wei; Wang, Liang (2018). "Video Super-Resolution via Bidirectional Recurrent Convolutional

    Video super-resolution

    Video super-resolution

    Video_super-resolution

  • Glossary of artificial intelligence
  • List of concepts in artificial intelligence

    gradient-based technique for training certain types of recurrent neural networks, such as Elman networks. The algorithm was independently derived by numerous

    Glossary of artificial intelligence

    Glossary_of_artificial_intelligence

  • Machine learning in biology
  • Software for understanding biological data

    tree model. Neural networks, such as recurrent neural networks (RNN), convolutional neural networks (CNN), and Hopfield neural networks have been added

    Machine learning in biology

    Machine_learning_in_biology

  • Spike-timing-dependent plasticity
  • Biological process that adjusts the strength of connections between neurons in the brain

    appears to be the fine-tuning of excitatory–inhibitory balance in neural networks. Timing-dependent changes at inhibitory synapses have been shown to

    Spike-timing-dependent plasticity

    Spike-timing-dependent_plasticity

  • Synaptic plasticity
  • Ability of a synapse to strengthen or weaken over time according to its activity

    range of network architectures, including feedforward and recurrent neural networks. A bidirectional model, describing both LTP and LTD, of synaptic plasticity

    Synaptic plasticity

    Synaptic plasticity

    Synaptic_plasticity

  • Biology of depression
  • Branch of biology concerning depressive disorders in humans

    depression. Diurnal mood improvement was associated with activity of dorsal neural networks. Increased mean core temperature was also observed. One hypothesis

    Biology of depression

    Biology_of_depression

  • List of disorder prediction software
  • "Improving protein disorder prediction by deep bidirectional long short-term memory recurrent neural networks". Bioinformatics. 33 (5): 685–692. doi:10

    List of disorder prediction software

    List_of_disorder_prediction_software

  • Information theory
  • Scientific study of digital information

    (2014), "Network Physiology: Mapping Interactions Between Networks of Physiologic Networks", in D'Agostino, Gregorio; Scala, Antonio (eds.), Networks of Networks:

    Information theory

    Information_theory

  • Nervous system network models
  • behavior. In modeling neural networks of the nervous system one has to consider many factors. The brain and the neural network should be considered as an

    Nervous system network models

    Nervous_system_network_models

  • Mohamad Sawan
  • Canadian engineer

    approach that can possibly forecast epileptic seizures using recurrent neural networks, with minimal feature extraction. Sawan patented an invention

    Mohamad Sawan

    Mohamad Sawan

    Mohamad_Sawan

  • Stance detection
  • Opinion and argument mining subtask

    Early neural architectures applied to stance detection included convolutional neural networks for extracting local n-gram-like patterns and recurrent models

    Stance detection

    Stance_detection

  • Directed information
  • decision process. For a Recurrent neural network, the main idea is to model the input distribution using a Recurrent neural network and optimize the parameters

    Directed information

    Directed_information

  • Molecular recognition feature
  • "Improving protein disorder prediction by deep bidirectional long short-term memory recurrent neural networks". Bioinformatics. 33 (5): 685–692. doi:10

    Molecular recognition feature

    Molecular_recognition_feature

  • List of algorithms
  • Hopfield net: a Recurrent neural network in which all connections are symmetric Perceptron: the simplest kind of feedforward neural network: a linear classifier

    List of algorithms

    List_of_algorithms

  • Geospatial foundation model
  • Type of artificial intelligence model trained on Earth observation and geoscientific data

    arXiv:1706.03762 [cs.CL]. Salem, Fathi M. (2022). "Recurrent Neural Networks (RNN)". Recurrent Neural Networks: From Simple to Gated Architectures. Cham: Springer

    Geospatial foundation model

    Geospatial_foundation_model

  • Migraine
  • Disorder resulting in recurrent moderate–severe headaches

    the Pharmacology, Biochemistry, Atmospherics, and Their Effects on Neural Networks". Cureus. 13 (4) e14243. doi:10.7759/cureus.14243. PMC 8088284. PMID 33954064

    Migraine

    Migraine

  • Creativity
  • Forming something new and somehow valuable

    interaction of multiple neural networks, including those that support associative thinking, along with other default mode network functions. In 2018, some

    Creativity

    Creativity

    Creativity

  • Sexual addiction
  • Proposed compulsive sexual disorder

    2011.03.010. PMC 3139704. PMID 21459101. Cross-sensitization is also bidirectional, as a history of amphetamine administration facilitates sexual behavior

    Sexual addiction

    Sexual_addiction

  • Bipolar disorder
  • Disorder of depression and mood episodes

    cytokines alter "neural processes" such as neurogenesis and memory, causing neurodegeneration. Rosenblat and McIntyre (2017) propose a "bidirectional relationship

    Bipolar disorder

    Bipolar disorder

    Bipolar_disorder

  • Jellyfish
  • Soft-bodied, aquatic invertebrates

    understanding neural organization including: clear unidirectional, dense-core unidirectional, clear bidirectional, and clear and dense-core bidirectional. The

    Jellyfish

    Jellyfish

    Jellyfish

  • Depression and immune function
  • Primarily seen through increased inflammation, this relationship is bidirectional with depression often resulting in increased immune response and illness

    Depression and immune function

    Depression_and_immune_function

  • Obstructive sleep apnea
  • Upper airway closure disrupting sleep

    sleep-related breathing disorder. This type of sleep apnea is characterized by recurrent episodes of complete or partial obstruction of the upper airway leading

    Obstructive sleep apnea

    Obstructive sleep apnea

    Obstructive_sleep_apnea

  • Internet addiction disorder
  • Excessive internet usage that causes psychological disorders

    teenagers use social networks to show their idealized image to others. However, other studies claim that people are using social networks to communicate their

    Internet addiction disorder

    Internet addiction disorder

    Internet_addiction_disorder

  • Psychotherapy
  • Clinically applied psychology for desired behavior change

    dualism and treating the person as a unit), and relational (analyzing bidirectional interactions). Cognitive therapy focuses directly on changing the thoughts

    Psychotherapy

    Psychotherapy

    Psychotherapy

  • Mood swing
  • Extreme or rapid change in mood

    PMID 35605083. Hyperexcitability of neurons and hypersynchrony of neural networks are the hallmarks of seizures." & "Seizures have been known to cause

    Mood swing

    Mood swing

    Mood_swing

  • Addiction
  • Disorder resulting in compulsive behaviors

    determinant of vulnerability to substance use disorders. Social networks exert a bidirectional influence, while wider sociocultural factors (including public-health

    Addiction

    Addiction

    Addiction

  • Hearing aid
  • Electroacoustic device

    outside from the building). In speech enhancement, for example using neural networks, finds application in hearing aids. Problems may arise if these methods

    Hearing aid

    Hearing aid

    Hearing_aid

  • Osaka Institute of Technology
  • Private university in Osaka Prefecture, Japan

    has been researching ways of distinguishing different odors through neural network-based AI technology using gas sensor. 2016: OIT researcher at Department

    Osaka Institute of Technology

    Osaka Institute of Technology

    Osaka_Institute_of_Technology

  • FOSB
  • Protein

    biomolecular mechanisms to induce ΔFosB in the nucleus accumbens and possess bidirectional reward cross-sensitization effects that are mediated through ΔFosB.

    FOSB

    FOSB

    FOSB

  • Memory and trauma
  • Effects of trauma on memory

    JM (1995). Memory in the Cerebral Cortex: An Empirical Approach to Neural Networks in the Human and Nonhuman Primate. Cambridge, MA: The MIT Press. Uno

    Memory and trauma

    Memory_and_trauma

  • Integrin alpha-1
  • Mammalian protein found in Homo sapiens

    the extracellular matrix (ECM) and intracellular signaling networks by mediating bidirectional communication between cells and their surrounding microenvironment

    Integrin alpha-1

    Integrin alpha-1

    Integrin_alpha-1

  • January–March 2022 in science
  • Overview of the events of 2022 in science

    memristive device for neuromorphic (quantum-)computers/artificial neural networks. 25 March – Genetic engineers report field test results that show CRISPR-based

    January–March 2022 in science

    January–March_2022_in_science

Searches for online references containing BIDIRECTIONAL RECURRENT-NEURAL-NETWORKS

BIDIRECTIONAL RECURRENT-NEURAL-NETWORKS

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BIDIRECTIONAL RECURRENT-NEURAL-NETWORKS

  • Neerali
  • Girl/Female

    Hindu

    Neerali

    Unique and different from all

    Neerali

  • NURAY
  • Female

    Turkish

    NURAY

    Turkish name NURAY means "bright moon."

    NURAY

  • Neehal
  • Boy/Male

    Hindu

    Neehal

    New, Rainy, Handsome, Gratified

    Neehal

  • Neeraj
  • Girl/Female

    Hindu, Indian

    Neeraj

    Most Popular; Lotus; Born from Water

    Neeraj

  • Neacal
  • Boy/Male

    Gaelic

    Neacal

    People's victory.

    Neacal

  • Nergal
  • Boy/Male

    Biblical

    Nergal

    The great man; the hero.

    Nergal

  • NEAL
  • Male

    English

    NEAL

    Variant spelling of English Neil, NEAL means "champion."

    NEAL

  • Nergal-sharezer
  • Biblical

    Nergal-sharezer

    treasurer of Nergal

    Nergal-sharezer

  • Neerali
  • Girl/Female

    Hindu, Indian

    Neerali

    Unique; Different from All

    Neerali

  • Netrali
  • Girl/Female

    Gujarati, Hindu, Indian, Marathi

    Netrali

    Eye

    Netrali

  • Nura
  • Girl/Female

    Muslim/Islamic

    Nura

    The light e.g. nurul islam, the light of islam

    Nura

  • Neeraj
  • Boy/Male

    Hindu

    Neeraj

    Lotus flower

    Neeraj

  • Nergal-sharezer
  • Boy/Male

    Biblical

    Nergal-sharezer

    Treasurer of Nergal.

    Nergal-sharezer

  • Neerad
  • Boy/Male

    Hindu

    Neerad

    Cloud, Given by water

    Neerad

  • NEACAL
  • Male

    Scottish

    NEACAL

    Scottish Gaelic form of Greek Nikolaos, NEACAL means "victor of the people."

    NEACAL

  • Laural
  • Girl/Female

    English

    Laural

    The laurel tree or sweet bay tree symbolic of honor and victory.

    Laural

  • Neerav
  • Boy/Male

    Hindu

    Neerav

    Without sound, Quiet, Silent

    Neerav

  • Neorah
  • Girl/Female

    Hebrew

    Neorah

    Light.

    Neorah

  • Ekankee
  • Girl/Female

    Indian

    Ekankee

    Single; Directional; Single Route; One Way

    Ekankee

  • Neetal
  • Girl/Female

    Hindu

    Neetal

    There is no ending. ne-no tal-ending, The forehead

    Neetal

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Other words and meanings similar to

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BIDIRECTIONAL RECURRENT-NEURAL-NETWORKS

  • Recurrent
  • a.

    Running back toward its origin; as, a recurrent nerve or artery.

  • Current
  • a.

    Passing from person to person, or from hand to hand; circulating through the community; generally received; common; as, a current coin; a current report; current history.

  • Neura
  • pl.

    of Neuron

  • Recurrency
  • n.

    The act of recurring, or state of being recurrent; return; resort; recourse.

  • Current
  • a.

    A flowing or passing; onward motion. Hence: A body of fluid moving continuously in a certain direction; a stream; esp., the swiftest part of it; as, a current of water or of air; that which resembles a stream in motion; as, a current of electricity.

  • Recurrent
  • a.

    Returning from time to time; recurring; as, recurrent pains.

  • Recumbent
  • a.

    Leaning; reclining; lying; as, the recumbent posture of the Romans at their meals. Hence, figuratively; Resting; inactive; idle.

  • Neurad
  • adv.

    Toward the neural side; -- opposed to haemad.

  • Current
  • a.

    General course; ordinary procedure; progressive and connected movement; as, the current of time, of events, of opinion, etc.

  • Feudal
  • a.

    Of or pertaining to feuds, fiefs, or feels; as, feudal rights or services; feudal tenures.

  • Recurrence
  • n.

    Alt. of Recurrency

  • Current
  • a.

    Now passing, as time; as, the current month.

  • Natural
  • n.

    Natural gifts, impulses, etc.

  • Excurrent
  • a.

    Characterized by a current which flows outward; as, an excurrent orifice or tube.

  • Neural
  • a.

    relating to the nerves or nervous system; taining to, situated in the region of, or on the side with, the neural, or cerebro-spinal, axis; -- opposed to hemal. As applied to vertebrates, neural is the same as dorsal; as applied to invertebrates it is usually the same as ventral. Cf. Hemal.

  • Excurrent
  • a.

    Running or extending out; as, an excurrent midrib, one which projects beyond the apex of a leaf; an excurrent steam or trunk, one which continues to the top.

  • Uncurrent
  • a.

    Not current. Specifically: Not passing in common payment; not receivable at par or full value; as, uncurrent notes.

  • Crural
  • a.

    Of or pertaining to the thigh or leg, or to any of the parts called crura; as, the crural arteries; crural arch; crural canal; crural ring.

  • Incurrent
  • a.

    Characterized by a current which flows inward; as, the incurrent orifice of lamellibranch Mollusca.

  • Neutral
  • n.

    A person or a nation that takes no part in a contest between others; one who is neutral.