Artificial neural network

A new optimizer using particle swarm theory

R.C. Eberhart, James Kennedy

Citations: 14853 • 2002

Self-Organizing Maps

Teuvo Kohonen

Citations: 10390 • 1995

Deep Reinforcement Learning: A Brief Survey

Kai Arulkumaran, Marc Peter Deisenroth, Miles Brundage, Anil A. Bharath

Citations: 4261 • 2017

Real-Time Computing Without Stable States: A New Framework for Neural Computation Based on Perturbations

Wolfgang Maass, Thomas Natschläger, Henry Markram

Citations: 4023 • 2002

Efficient Processing of Deep Neural Networks: A Tutorial and Survey

Vivienne Sze, Yu‐Hsin Chen, Tien-Ju Yang, Joel Emer

Citations: 3979 • 2017

SECOND: Sparsely Embedded Convolutional Detection

Yan Yan, Yuxing Mao, Bo Li

Citations: 3212 • 2018

Trust Region Policy Optimization

John Schulman, Sergey Levine, Philipp Moritz, Michael I. Jordan, Pieter Abbeel

Citations: 3141 • 2015

Continual lifelong learning with neural networks: A review

German I. Parisi, Ronald Kemker, Jose L. Part, Christopher Kanan, Stefan Wermter

Citations: 2977 • 2019

A Survey on Deep Transfer Learning

Chuanqi Tan, Fuchun Sun, Tao Kong, Wenchang Zhang, Chao Yang, Chunfang Liu

Citations: 2857 • 2018

Domain randomization for transferring deep neural networks from simulation to the real world

Josh Tobin, Rachel Fong, Alex Ray, Jonas Schneider, Wojciech Zaremba, Pieter Abbeel

Citations: 2736 • 2017

Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators

Citations: 2732 • 2021

A Critical Review of Recurrent Neural Networks for Sequence Learning

Zachary C. Lipton, John Berkowitz, Charles Elkan

Citations: 2093 • 2015

Temporal Convolutional Networks for Action Segmentation and Detection

Colin Lea, M. D. Flynn, Renè Vidal, Austin Reiter, Gregory D. Hager

Citations: 2028 • 2017

Neural Network Control Of Robot Manipulators And Non-Linear Systems

Frank L. Lewis, Suresh Jagannathan, A Yesildirak

Citations: 1851 • 2020

Learning to Control a Brain–Machine Interface for Reaching and Grasping by Primates

Jose M. Carmena, Mikhail Lebedev, Roy E. Crist, Joseph E. O’Doherty, David M. Santucci, Dragan F. Dimitrov, Parag G. Patil, Craig S. Henriquez, Miguel A. L. Nicolelis

Citations: 1781 • 2003

High-Dimensional Continuous Control Using Generalized Advantage Estimation

John Schulman, Philipp Moritz, Sergey Levine, Michael I. Jordan, Pieter Abbeel

Citations: 1750 • 2015

Trends in extreme learning machines: A review

Gao Huang, Guang-Bin Huang, Shiji Song, Keyou You

Citations: 1738 • 2014

Electronic Skin: Recent Progress and Future Prospects for Skin‐Attachable Devices for Health Monitoring, Robotics, and Prosthetics

Jun Chang Yang, Jaewan Mun, Se Young Kwon, Seongjun Park, Zhenan Bao, Steve Park

Citations: 1616 • 2019

A State-of-the-Art Survey on Deep Learning Theory and Architectures

Md Zahangir Alom, Tarek M. Taha, Chris Yakopcic, Stefan Westberg, Paheding Sidike, Mst Shamima Nasrin, Mahmudul Hasan, Brian C. Van Essen, Abdul Ahad S. Awwal, Vijayan K. Asari

Citations: 1593 • 2019

A hierarchical neural-network model for control and learning of voluntary movement

Mitsuo Kawato, Kazunori Furukawa, Ryoji Suzuki

Citations: 1575 • 1987