Nonlinear tensor train format for deep neural network compression

Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

(2020) By Lei Deng et al.   PROCEEDINGS OF THE IEEE

Compressing 3DCNNs based on tensor train decomposition

(2020) Dingheng Wang et al.   NEURAL NETWORKS

DecomVQANet: Decomposing visual question answering deep network via tensor decomposition and regression

(2020) Zongwen Bai et al.   PATTERN RECOGNITION

Hybrid tensor decomposition in neural network compression

(2020) Bijiao Wu et al.   NEURAL NETWORKS

Body Pose Prediction Based on Motion Sensor Data and Recurrent Neural Network

(2020) Marcin Wozniak et al.   IEEE Transactions on Industrial Informatics

MobileGCN applied to low-dimensional node feature learning

(2020) Wei Dong et al.   PATTERN RECOGNITION

Recurrent Neural Network Model for IoT and Networking Malware Threat Detection

(2020) Marcin Wozniak et al.   IEEE Transactions on Industrial Informatics

NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm

(2019) Xiaoliang Dai et al.   IEEE TRANSACTIONS ON COMPUTERS

Long-Term Temporal Convolutions for Action Recognition

(2018) Gul Varol et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Tensor-Factorized Neural Networks

(2018) Jen-Tzung Chien et al.   IEEE Transactions on Neural Networks and Learning Systems

ADA-Tucker: Compressing deep neural networks via adaptive dimension adjustment tucker decomposition

(2018) Zhisheng Zhong et al.   NEURAL NETWORKS

LTNN: A Layerwise Tensorized Compression of Multilayer Neural Network

(2018) Hantao Huang et al.   IEEE Transactions on Neural Networks and Learning Systems

A Highly-parallel and Energy-efficient 3D Multi-layer CMOS-RRAM Accelerator for Tensorized Neural Network

(2017) Hantao Huang et al.   IEEE TRANSACTIONS ON NANOTECHNOLOGY

LSTM: A Search Space Odyssey

(2017) Klaus Greff et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep learning

(2015) Yann LeCun et al.   NATURE

Tensor-Train Decomposition

(2011) I. V. Oseledets   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Hierarchical Singular Value Decomposition of Tensors

(2010) Lars Grasedyck   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS

Decompositions of a Higher-Order Tensor in Block Terms—Part II: Definitions and Uniqueness

(2008) Lieven De Lathauwer   SIAM JOURNAL ON MATRIX ANALYSIS AND APPLICATIONS