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Topic: recurrent neural networks

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Recurrent Neural Networks — An Introduction To Sequence Modelling 6 hours ago | towardsdatascience.com
artificial intelligence data data science deep learning +10
Deep Oscillatory Neural Network 18 hours ago | arxiv.org
abstract arxiv brain brain-inspired +15
Spike-based computation using classical recurrent neural networks 1 day, 18 hours ago | arxiv.org
abstract artificial artificial neural networks arxiv +18
Volume-Preserving Transformers for Learning Time Series Data with Structure 6 days, 18 hours ago | arxiv.org
abstract arxiv cs.lg cs.na +24
Revenge of the Fallen? Recurrent Models Match Transformers at Predicting Human Language Comprehension Metrics 1 week ago | arxiv.org
abstract architecture architectures arxiv +22
Neural Operator Learning for Long-Time Integration in Dynamical Systems with Recurrent Neural Networks 1 week ago | arxiv.org
abstract alternative arxiv comparison +14
Evaluating the effectiveness of predicting covariates in LSTM Networks for Time Series Forecasting 1 week, 1 day ago | arxiv.org
abstract arxiv autoregressive cs.ai +16
A Distance Correlation-Based Approach to Characterize the Effectiveness of Recurrent Neural Networks for Time Series … 1 week, 2 days ago | arxiv.org
abstract arxiv attention correlation +14
The Math Behind Recurrent Neural Networks 1 week, 4 days ago | towardsdatascience.com
data data science deep-dives deep learning +14
Toward Routing River Water in Land Surface Models with Recurrent Neural Networks 2 weeks, 1 day ago | arxiv.org
abstract arxiv continental cs.lg +19
Recurrent Neural Networks for Modelling Gross Primary Production 2 weeks, 2 days ago | arxiv.org
abstract arxiv atmosphere carbon +14
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification 3 weeks, 2 days ago | arxiv.org
abstract applications architectures arxiv +17
Eagle (RWKV-5) and Finch (RWKV-6): Marking Substantial Progress in Recurrent Neural Networks-Based Language Models by … 3 weeks, 4 days ago | www.marktechpost.com
ai paper summary ai shorts applications architecture +31
Deep Learning Architectures From CNN, RNN, GAN, and Transformers To Encoder-Decoder Architectures 3 weeks, 5 days ago | www.marktechpost.com
ai shorts architectures article artificial +35
Predicting Side Effect of Drug Molecules using Recurrent Neural Networks 3 weeks, 5 days ago | arxiv.org
abstract arxiv cost cs.lg +15
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks 4 weeks ago | arxiv.org
arxiv cs.cl cs.lg language +6
Message Passing Variational Autoregressive Network for Solving Intractable Ising Models 4 weeks ago | arxiv.org
abstract arxiv cond-mat.dis-nn cond-mat.stat-mech +13
A decision support system based on recurrent neural networks to predict medication dosage for patients … 4 weeks ago | www.nature.com
decision decision support disease networks +7
On the Representational Capacity of Recurrent Neural Language Models 4 weeks, 1 day ago | arxiv.org
abstract arxiv capacity computation +15
Universal Approximation of Linear Time-Invariant (LTI) Systems through RNNs: Power of Randomness in Reservoir Computing 4 weeks, 1 day ago | arxiv.org
abstract approximation arxiv assumptions +21
Structure-reinforced Transformer for Dynamic Graph Representation Learning with Edge Temporal States 1 month ago | arxiv.org
abstract analysis applications arxiv +23
Rethinking the Relationship between Recurrent and Non-Recurrent Neural Networks: A Study in Sparsity 1 month ago | arxiv.org
abstract algorithms arxiv cs.lg +14
RL$^3$: Boosting Meta Reinforcement Learning via RL inside RL$^2$ 1 month, 1 week ago | arxiv.org
abstract algorithms arxiv boosting +18
Researchers at Apple Propose ReDrafter: Changing Large Language Model Efficiency with Speculative Decoding and Recurrent … 1 month, 2 weeks ago | www.marktechpost.com
ai paper summary ai shorts algorithms apple +29
Inside the black box: Neural network-based real-time prediction of US recessions 1 month, 2 weeks ago | arxiv.org
abstract arxiv black box box +18
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks 1 month, 2 weeks ago | arxiv.org
abstract architecture architectures artificial +17
Learning Useful Representations of Recurrent Neural Network Weight Matrices 1 month, 2 weeks ago | arxiv.org
abstract analysis arxiv computers +15
EM-TTS: Efficiently Trained Low-Resource Mongolian Lightweight Text-to-Speech 1 month, 3 weeks ago | arxiv.org
abstract arxiv become components +25
A Survey of Vision Transformers in Autonomous Driving: Current Trends and Future Directions 1 month, 3 weeks ago | arxiv.org
abstract arxiv autonomous autonomous driving +31
Molecular De Novo Design through Transformer-based Reinforcement Learning 1 month, 3 weeks ago | arxiv.org
abstract arxiv capacity contrast +16
Understanding and Implementing Recurrent Networks (RNNs) from Scratch in Python 1 month, 4 weeks ago | dev.to
ai class data industries +12
Design of an Open-Source Architecture for Neural Machine Translation 2 months ago | arxiv.org
abstract application architecture arxiv +17
Multimodal Transformer for Comics Text-Cloze 2 months ago | arxiv.org
abstract arxiv comics cs.cv +13
Universality of reservoir systems with recurrent neural networks 2 months ago | arxiv.org
abstract adjusting approximation arxiv +19
Respiratory motion forecasting with online learning of recurrent neural networks for safety enhancement in externally … 2 months ago | arxiv.org
abstract arxiv cameras cs.lg +17
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models 2 months, 1 week ago | arxiv.org
abstract arxiv attention cs.cl +15
DeepMind introduces Hawk and Griffin [R] 2 months, 1 week ago | www.reddit.com
attention griffin hybrid inference +11
RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval 2 months, 1 week ago | arxiv.org
abstract arxiv context cs.cl +19
Exploring the Promise and Limits of Real-Time Recurrent Learning 2 months, 1 week ago | arxiv.org
abstract advantages arxiv backpropagation +14
Learning to Program Variational Quantum Circuits with Fast Weights 2 months, 1 week ago | arxiv.org
abstract advancement advantages arxiv +23
Attention Based Molecule Generation via Hierarchical Variational Autoencoder 2 months, 1 week ago | arxiv.org
abstract arxiv attention autoencoder +15
A Theoretical Result on the Inductive Bias of RNN Language Models 2 months, 1 week ago | arxiv.org
abstract arxiv bias cs.cc +17
Neural Networks and Friction: Slide, Hold, Learn 2 months, 2 weeks ago | arxiv.org
abstract application architecture arxiv +21
Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources 2 months, 2 weeks ago | arxiv.org
abstract art arxiv benchmarks +18
ConSmax: Hardware-Friendly Alternative Softmax with Learnable Parameters 2 months, 2 weeks ago | arxiv.org
abstract arxiv attention cs.ai +23
Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis 2 months, 2 weeks ago | arxiv.org
abstract analysis analyze arxiv +16
Bridging Associative Memory and Probabilistic Modeling 2 months, 3 weeks ago | arxiv.org
abstract artificial artificial intelligence arxiv +17
DFORM: Diffeomorphic vector field alignment for assessing dynamics across learned models 2 months, 3 weeks ago | arxiv.org
abstract alignment arxiv become +19
Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraints 2 months, 3 weeks ago | arxiv.org
abstract arxiv constraints cs.ai +14
DeepCover: Advancing RNN Test Coverage and Online Error Prediction using State Machine Extraction 2 months, 3 weeks ago | arxiv.org
challenges coverage cs.lg data +25
Gated recurrent neural networks discover attention 3 months ago | arxiv.org
attention cs.lg cs.ne design +11
Software-Based Dialogue Systems: Survey, Taxonomy and Challenges 3 months ago | arxiv.org
attention challenges community computer +24
Quantized Approximately Orthogonal Recurrent Neural Networks 3 months ago | arxiv.org
computational cs.lg cs.ne dependencies +16
Overcoming Order in Autoregressive Graph Generation 3 months ago | arxiv.org
chemistry continuous cs.lg cs.si +11
Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations 3 months ago | arxiv.org
canonical correlations cs.lg delay +22
Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations 3 months ago | arxiv.org
canonical correlations cs.lg delay +22
Positional Encoding Helps Recurrent Neural Networks Handle a Large Vocabulary 3 months ago | arxiv.org
benchmarks capabilities contrast cs.lg +16
Positional Encoding Helps Recurrent Neural Networks Handle a Large Vocabulary 3 months ago | arxiv.org
benchmarks capabilities contrast cs.lg +16
Meet Eagle: The Low-Cost, High-Performance Multilingual Model 3 months, 1 week ago | aibusiness.com
architecture best of cost low +6
Transformers explained REMASTERED | The architecture behind LLMs 3 months, 2 weeks ago | www.youtube.com
architecture attention bonus classification +20

Items published with this topic over the last 90 days.

Latest

Recurrent Neural Networks — An Introduction To Sequence Modelling 6 hours ago | towardsdatascience.com
artificial intelligence data data science deep learning +10
Deep Oscillatory Neural Network 18 hours ago | arxiv.org
abstract arxiv brain brain-inspired +15
Spike-based computation using classical recurrent neural networks 1 day, 18 hours ago | arxiv.org
abstract artificial artificial neural networks arxiv +18
Volume-Preserving Transformers for Learning Time Series Data with Structure 6 days, 18 hours ago | arxiv.org
abstract arxiv cs.lg cs.na +24
Revenge of the Fallen? Recurrent Models Match Transformers at Predicting Human Language Comprehension Metrics 1 week ago | arxiv.org
abstract architecture architectures arxiv +22
Neural Operator Learning for Long-Time Integration in Dynamical Systems with Recurrent Neural Networks 1 week ago | arxiv.org
abstract alternative arxiv comparison +14
Evaluating the effectiveness of predicting covariates in LSTM Networks for Time Series Forecasting 1 week, 1 day ago | arxiv.org
abstract arxiv autoregressive cs.ai +16
A Distance Correlation-Based Approach to Characterize the Effectiveness of Recurrent Neural Networks for Time Series … 1 week, 2 days ago | arxiv.org
abstract arxiv attention correlation +14
The Math Behind Recurrent Neural Networks 1 week, 4 days ago | towardsdatascience.com
data data science deep-dives deep learning +14
Toward Routing River Water in Land Surface Models with Recurrent Neural Networks 2 weeks, 1 day ago | arxiv.org
abstract arxiv continental cs.lg +19
Recurrent Neural Networks for Modelling Gross Primary Production 2 weeks, 2 days ago | arxiv.org
abstract arxiv atmosphere carbon +14
SpectralMamba: Efficient Mamba for Hyperspectral Image Classification 3 weeks, 2 days ago | arxiv.org
abstract applications architectures arxiv +17
Eagle (RWKV-5) and Finch (RWKV-6): Marking Substantial Progress in Recurrent Neural Networks-Based Language Models by … 3 weeks, 4 days ago | www.marktechpost.com
ai paper summary ai shorts applications architecture +31
Deep Learning Architectures From CNN, RNN, GAN, and Transformers To Encoder-Decoder Architectures 3 weeks, 5 days ago | www.marktechpost.com
ai shorts architectures article artificial +35
Predicting Side Effect of Drug Molecules using Recurrent Neural Networks 3 weeks, 5 days ago | arxiv.org
abstract arxiv cost cs.lg +15
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks 4 weeks ago | arxiv.org
arxiv cs.cl cs.lg language +6
Message Passing Variational Autoregressive Network for Solving Intractable Ising Models 4 weeks ago | arxiv.org
abstract arxiv cond-mat.dis-nn cond-mat.stat-mech +13
A decision support system based on recurrent neural networks to predict medication dosage for patients … 4 weeks ago | www.nature.com
decision decision support disease networks +7
On the Representational Capacity of Recurrent Neural Language Models 4 weeks, 1 day ago | arxiv.org
abstract arxiv capacity computation +15
Universal Approximation of Linear Time-Invariant (LTI) Systems through RNNs: Power of Randomness in Reservoir Computing 4 weeks, 1 day ago | arxiv.org
abstract approximation arxiv assumptions +21
Structure-reinforced Transformer for Dynamic Graph Representation Learning with Edge Temporal States 1 month ago | arxiv.org
abstract analysis applications arxiv +23
Rethinking the Relationship between Recurrent and Non-Recurrent Neural Networks: A Study in Sparsity 1 month ago | arxiv.org
abstract algorithms arxiv cs.lg +14
RL$^3$: Boosting Meta Reinforcement Learning via RL inside RL$^2$ 1 month, 1 week ago | arxiv.org
abstract algorithms arxiv boosting +18
Researchers at Apple Propose ReDrafter: Changing Large Language Model Efficiency with Speculative Decoding and Recurrent … 1 month, 2 weeks ago | www.marktechpost.com
ai paper summary ai shorts algorithms apple +29
Inside the black box: Neural network-based real-time prediction of US recessions 1 month, 2 weeks ago | arxiv.org
abstract arxiv black box box +18
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks 1 month, 2 weeks ago | arxiv.org
abstract architecture architectures artificial +17
Learning Useful Representations of Recurrent Neural Network Weight Matrices 1 month, 2 weeks ago | arxiv.org
abstract analysis arxiv computers +15
EM-TTS: Efficiently Trained Low-Resource Mongolian Lightweight Text-to-Speech 1 month, 3 weeks ago | arxiv.org
abstract arxiv become components +25
A Survey of Vision Transformers in Autonomous Driving: Current Trends and Future Directions 1 month, 3 weeks ago | arxiv.org
abstract arxiv autonomous autonomous driving +31
Molecular De Novo Design through Transformer-based Reinforcement Learning 1 month, 3 weeks ago | arxiv.org
abstract arxiv capacity contrast +16
Understanding and Implementing Recurrent Networks (RNNs) from Scratch in Python 1 month, 4 weeks ago | dev.to
ai class data industries +12
Design of an Open-Source Architecture for Neural Machine Translation 2 months ago | arxiv.org
abstract application architecture arxiv +17
Multimodal Transformer for Comics Text-Cloze 2 months ago | arxiv.org
abstract arxiv comics cs.cv +13
Universality of reservoir systems with recurrent neural networks 2 months ago | arxiv.org
abstract adjusting approximation arxiv +19
Respiratory motion forecasting with online learning of recurrent neural networks for safety enhancement in externally … 2 months ago | arxiv.org
abstract arxiv cameras cs.lg +17
Griffin: Mixing Gated Linear Recurrences with Local Attention for Efficient Language Models 2 months, 1 week ago | arxiv.org
abstract arxiv attention cs.cl +15
DeepMind introduces Hawk and Griffin [R] 2 months, 1 week ago | www.reddit.com
attention griffin hybrid inference +11
RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval 2 months, 1 week ago | arxiv.org
abstract arxiv context cs.cl +19
Exploring the Promise and Limits of Real-Time Recurrent Learning 2 months, 1 week ago | arxiv.org
abstract advantages arxiv backpropagation +14
Learning to Program Variational Quantum Circuits with Fast Weights 2 months, 1 week ago | arxiv.org
abstract advancement advantages arxiv +23
Attention Based Molecule Generation via Hierarchical Variational Autoencoder 2 months, 1 week ago | arxiv.org
abstract arxiv attention autoencoder +15
A Theoretical Result on the Inductive Bias of RNN Language Models 2 months, 1 week ago | arxiv.org
abstract arxiv bias cs.cc +17
Neural Networks and Friction: Slide, Hold, Learn 2 months, 2 weeks ago | arxiv.org
abstract application architecture arxiv +21
Enhancing Modern Supervised Word Sense Disambiguation Models by Semantic Lexical Resources 2 months, 2 weeks ago | arxiv.org
abstract art arxiv benchmarks +18
ConSmax: Hardware-Friendly Alternative Softmax with Learnable Parameters 2 months, 2 weeks ago | arxiv.org
abstract arxiv attention cs.ai +23
Convergence of Gradient Descent for Recurrent Neural Networks: A Nonasymptotic Analysis 2 months, 2 weeks ago | arxiv.org
abstract analysis analyze arxiv +16
Bridging Associative Memory and Probabilistic Modeling 2 months, 3 weeks ago | arxiv.org
abstract artificial artificial intelligence arxiv +17
DFORM: Diffeomorphic vector field alignment for assessing dynamics across learned models 2 months, 3 weeks ago | arxiv.org
abstract alignment arxiv become +19
Enhancing Sequential Model Performance with Squared Sigmoid TanH (SST) Activation Under Data Constraints 2 months, 3 weeks ago | arxiv.org
abstract arxiv constraints cs.ai +14
DeepCover: Advancing RNN Test Coverage and Online Error Prediction using State Machine Extraction 2 months, 3 weeks ago | arxiv.org
challenges coverage cs.lg data +25
Gated recurrent neural networks discover attention 3 months ago | arxiv.org
attention cs.lg cs.ne design +11
Software-Based Dialogue Systems: Survey, Taxonomy and Challenges 3 months ago | arxiv.org
attention challenges community computer +24
Quantized Approximately Orthogonal Recurrent Neural Networks 3 months ago | arxiv.org
computational cs.lg cs.ne dependencies +16
Overcoming Order in Autoregressive Graph Generation 3 months ago | arxiv.org
chemistry continuous cs.lg cs.si +11
Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations 3 months ago | arxiv.org
canonical correlations cs.lg delay +22
Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equations 3 months ago | arxiv.org
canonical correlations cs.lg delay +22
Positional Encoding Helps Recurrent Neural Networks Handle a Large Vocabulary 3 months ago | arxiv.org
benchmarks capabilities contrast cs.lg +16
Positional Encoding Helps Recurrent Neural Networks Handle a Large Vocabulary 3 months ago | arxiv.org
benchmarks capabilities contrast cs.lg +16
Meet Eagle: The Low-Cost, High-Performance Multilingual Model 3 months, 1 week ago | aibusiness.com
architecture best of cost low +6
Transformers explained REMASTERED | The architecture behind LLMs 3 months, 2 weeks ago | www.youtube.com
architecture attention bonus classification +20

Topic trend (last 90 days)

Top (last 7 days)

Recurrent Neural Networks — An Introduction To Sequence Modelling 6 hours ago | towardsdatascience.com
artificial intelligence data data science deep learning +10
Volume-Preserving Transformers for Learning Time Series Data with Structure 6 days, 18 hours ago | arxiv.org
abstract arxiv cs.lg cs.na +24

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