Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network

9 August 2018

Papers citing "Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) Network"

50 / 327 papers shown

Title
A Survey of AI Music Generation Tools and Models Yueyue Zhu Jared Baca Banafsheh Rekabdar Reza Rawassizadeh MGen 35 14 0 24 Aug 2023
Towards the Development of an Uncertainty Quantification Protocol for the Natural Gas Industry Babajide Kolade 14 0 0 05 Aug 2023
Meta-Analysis and Systematic Review for Anomaly Network Intrusion Detection Systems: Detection Methods, Dataset, Validation Methodology, and Challenges Z. K. Maseer R. Yusof Baidaa Al-Bander Abdulgbar Saif Qusay Kanaan Kadhim 14 14 0 05 Aug 2023
Universal Approximation of Linear Time-Invariant (LTI) Systems through RNNs: Power of Randomness in Reservoir Computing Shashank Jere Lizhong Zheng Karim A. Said Lingjia Liu 28 2 0 04 Aug 2023
Effectiveness and predictability of in-network storage cache for scientific workflows Caitlin Sim K. Wu A. Sim I. Monga C. Guok F. Würthwein Diego Davila Harvey B. Newman J. Balcas 12 3 0 20 Jul 2023
A Lightweight Framework for High-Quality Code Generation Mohammed Latif Siddiq B.K. Casey Joanna C. S. Santos 44 17 0 17 Jul 2023
Machine learning for option pricing: an empirical investigation of network architectures Laurens Van Mieghem A. Papapantoleon Jonas Papazoglou-Hennig 16 2 0 14 Jul 2023
KDSTM: Neural Semi-supervised Topic Modeling with Knowledge Distillation Weijie Xu Xiaoyu Jiang Jay Desai Bin Han Fuqin Yan Francis Iannacci BDL 31 3 0 04 Jul 2023
GenRec: Large Language Model for Generative Recommendation Jianchao Ji Zelong Li Shuyuan Xu Wenyue Hua Yingqiang Ge Juntao Tan Yongfeng Zhang 19 51 0 02 Jul 2023
Deep Metric Learning with Soft Orthogonal Proxies F. Saberi-Movahed M. K. Ebrahimpour Farid Saberi-Movahed Monireh Moshavash Dorsa Rahmatian Mahvash Mohazzebi Mahdi Shariatzadeh M. Eftekhari 21 3 0 22 Jun 2023
Reconstruction, forecasting, and stability of chaotic dynamics from partial data Elise Özalp G. Margazoglou Luca Magri AI4TS 18 10 0 24 May 2023
The Evolution of Distributed Systems for Graph Neural Networks and their Origin in Graph Processing and Deep Learning: A Survey Jana Vatter R. Mayer Hans-Arno Jacobsen GNN AI4TS AI4CE 48 23 0 23 May 2023
Sequence-to-Sequence Forecasting-aided State Estimation for Power Systems Kamal Basulaiman M. Barati BDL AI4TS 21 4 0 22 May 2023
Outage Performance and Novel Loss Function for an ML-Assisted Resource Allocation: An Exact Analytical Framework Nidhi Simmons D. Simmons M. Yacoub 14 6 0 16 May 2023
Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning Songning Lai Jiakang Li Guinan Guo Xifeng Hu Yulong Li ... Yutong Liu Zhaoxia Ren Chun Wan Danmin Miao Zhi Liu SSL 36 9 0 15 May 2023
DOCTOR: A Multi-Disease Detection Continual Learning Framework Based on Wearable Medical Sensors Chia-Hao Li N. Jha 26 7 0 09 May 2023
Effects of data time lag in a decision-making system using machine learning for pork price prediction Mario E. Suaza-Medina F. J. Zarazaga-Soria Jorge Pinilla-Lopez F. J. Lopez-Pellicer J. Lacasta 8 3 0 09 May 2023
Vision-based Estimation of Fatigue and Engagement in Cognitive Training Sessions Yanchen Wang Adam Turnbull Yunlong Xu Kathi Heffner F. Lin Ehsan Adeli 18 1 0 24 Apr 2023
Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction Zakary Georgis-Yap Milos R. Popovic Shehroz S. Khan 31 5 0 24 Apr 2023
Fluctuation based interpretable analysis scheme for quantum many-body snapshots Henning Schlomer A. Bohrdt 11 4 0 12 Apr 2023
Global Prompt Cell: A Portable Control Module for Effective Prompt Tuning Chi-Liang Liu Hao Wang Nuwa Xi Sendong Zhao Bing Qin VLM 16 1 0 12 Apr 2023
Classification of integers based on residue classes via modern deep learning algorithms Dangwei Wu Jing Yang Mian Umair Ahsan Kai Wang 39 1 0 03 Apr 2023
Core-Periphery Principle Guided Redesign of Self-Attention in Transformers Xiao-Xing Yu Lu Zhang Haixing Dai Yanjun Lyu Lin Zhao Zihao Wu David Liu Tianming Liu Dajiang Zhu GNN 36 9 0 27 Mar 2023
ReBotNet: Fast Real-time Video Enhancement Jeya Maria Jose Valanarasu Rahul Garg Andeep S. Toor Xin Tong Weijuan Xi Andreas Lugmayr Vishal M. Patel A. Menini 32 0 0 23 Mar 2023
Reimagining Application User Interface (UI) Design using Deep Learning Methods: Challenges and Opportunities Subtain Malik M. T. Saeed Marya Jabeen Zia S. Rasool Liaquat A. Khan Mian Ilyas Ahmed AI4TS AI4CE 9 2 0 23 Mar 2023
Training Multilayer Perceptrons by Sampling with Quantum Annealers Frances Fengyi Yang Michele Sasdelli Tat-Jun Chin 24 1 0 22 Mar 2023
Real-Time Measurement-Driven Reinforcement Learning Control Approach for Uncertain Nonlinear Systems M. Abouheaf D. Boase W. Gueaieb D. Spinello S. Al-Sharhan 13 13 0 15 Mar 2023
OptBA: Optimizing Hyperparameters with the Bees Algorithm for Improved Medical Text Classification Mai A. Shaaban Mariam Kashkash Maryam Alghfeli A. Ibrahim 16 0 0 14 Mar 2023
A Privacy Preserving System for Movie Recommendations Using Federated Learning David Neumann Andreas Lutz Karsten Müller Wojciech Samek 23 10 0 07 Mar 2023
Toward Data-Driven Glare Classification and Prediction for Marine Megafauna Survey J. Power Derek Jacoby M. Drouin Guillaume Durand Yvonne Coady Julian Meng 31 1 0 03 Mar 2023
Machine Learning based prediction of Glucose Levels in Type 1 Diabetes Patients with the use of Continuous Glucose Monitoring Data Jakub J Dylag 26 0 0 24 Feb 2023
MVMTnet: A Multi-variate Multi-modal Transformer for Multi-class Classification of Cardiac Irregularities Using ECG Waveforms and Clinical Notes Ankur Samanta Mark Karlov Meghna Ravikumar Christian McIntosh Clarke Jayakumar Rajadas Kaveh Hassani 26 1 0 21 Feb 2023
UAV Path Planning Employing MPC- Reinforcement Learning Method Considering Collision Avoidance M. Ramezani Hamed Habibi Jose Luis Sanchez-Lopez Holger Voos 17 13 0 21 Feb 2023
Efficient Generator of Mathematical Expressions for Symbolic Regression Sebastian Mežnar S. Džeroski L. Todorovski 35 12 0 20 Feb 2023
Scalable Bayesian optimization with high-dimensional outputs using randomized prior networks Mohamed Aziz Bhouri M. Joly Robert Yu S. Sarkar P. Perdikaris BDL UQCV AI4CE 19 1 0 14 Feb 2023
Neurosymbolic AI for Reasoning over Knowledge Graphs: A Survey L. Delong Ramon Fernández Mir Jacques D. Fleuriot NAI 31 12 0 14 Feb 2023
Learning Coordination Policies over Heterogeneous Graphs for Human-Robot Teams via Recurrent Neural Schedule Propagation Batuhan Altundas Zheyuan Wang Joshua Bishop Matthew C. Gombolay 31 4 0 30 Jan 2023
Who Should I Engage with At What Time? A Missing Event Aware Temporal Graph Neural Network Mingyi Liu Zhiying Tu Xiaofei Xu Zhongjie Wang AI4TS 21 2 0 20 Jan 2023
Bag of States: A Non-sequential Approach to Video-based Engagement Measurement Ali Abedi Chinchu Thomas D. Jayagopi Shehroz S. Khan 24 8 0 17 Jan 2023
Rock Guitar Tablature Generation via Natural Language Processing Josue Casco-Rodriguez 34 1 0 12 Jan 2023
Generative Time Series Forecasting with Diffusion, Denoise, and Disentanglement Y. Li Xin-xin Lu Yaqing Wang De-Yu Dou DiffM AI4TS 22 99 0 08 Jan 2023
Deep learning approach for interruption attacks detection in LEO satellite networks Nacereddine Sitouah Fatiha Merazka Abdenour Hedjazi 8 2 0 10 Dec 2022
Beyond S-curves: Recurrent Neural Networks for Technology Forecasting Alexander Glavackij Dimitri Percia David Alain Mermoud Angelika Romanou Karl Aberer AI4TS 11 0 0 28 Nov 2022
Demystifying Bitcoin Address Behavior via Graph Neural Networks Zhen-Ji Huang Yunyang Huang Peng Qian Jianhai Chen Qinming He GNN 30 6 0 26 Nov 2022
Photonic Quantum Computing For Polymer Classification A. Stoyanova Taha Hammadia Arno Ricou Bogdan Penkovsky 19 1 0 22 Nov 2022
OLGA : An Ontology and LSTM-based approach for generating Arithmetic Word Problems (AWPs) of transfer type Suresh Kumar P. Sreenivasa Kumar 26 1 0 22 Nov 2022
Intelligent Computing: The Latest Advances, Challenges and Future Shiqiang Zhu Ting Yu Tao Xu Hongyang Chen Schahram Dustdar ... Tariq S. Durrani Huaimin Wang Jiangxing Wu Tongyi Zhang Yunhe Pan AI4CE 27 117 0 21 Nov 2022
FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource Constrained Devices using Divide and Collaborative Training Quan Nguyen Hieu H. Pham Kok-Seng Wong Phi Le Nguyen Truong Thao Nguyen Minh N. Do FedML 19 7 0 20 Nov 2022
Step Counting with Attention-based LSTM Shehroz S. Khan Ali Abedi HAI 16 8 0 18 Nov 2022
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks in Scientific Computing Salah A. Faroughi N. Pawar C. Fernandes Maziar Raissi Subasish Das N. Kalantari S. K. Mahjour PINN AI4CE 27 49 0 14 Nov 2022