Decoding methods

Cognitive Control Signals for Neural Prosthetics

Sam Musallam, Brian D. Corneil, Bradley Greger, Hansjörg Scherberger, Richard A. Andersen

Citations: 666 • 2004

Neural control of cursor trajectory and click by a human with tetraplegia 1000 days after implant of an intracortical microelectrode array

John D. Simeral, S-P Kim, Michael J. Black, John P. Donoghue, Leigh R. Hochberg

Citations: 515 • 2011

Bayesian Population Decoding of Motor Cortical Activity Using a Kalman Filter

Wei Wu, Yun Gao, Elie Bienenstock, John P. Donoghue, Michael J. Black

Citations: 459 • 2005

Axial Attention in Multidimensional Transformers

Jonathan Ho, Nal Kalchbrenner, Dirk Weissenborn, Tim Salimans

Citations: 364 • 2019

Multi-class fruit-on-plant detection for apple in SNAP system using Faster R-CNN

Fangfang Gao, Longsheng Fu, Xin Zhang, Yaqoob Majeed, Rui Li, Manoj Karkee, Qin Zhang

Citations: 326 • 2020

Brain-Controlled Robotic Arm System Based on Multi-Directional CNN-BiLSTM Network Using EEG Signals

Ji-Hoon Jeong, Kyung-Hwan Shim, Dong‐Joo Kim, Seong‐Whan Lee

Citations: 288 • 2020

High accuracy decoding of user intentions using EEG to control a lower-body exoskeleton

Atilla Kilicarslan, Saurabh Prasad, Robert G. Grossman, José L. Contreras-Vidal

Citations: 191 • 2013

RED: Reinforced Encoder-Decoder Networks for Action Anticipation

Jiyang Gao, Zhenheng Yang, Ram Nevatia

Citations: 191 • 2017

Generalized Hamming Distance

Abraham Bookstein, Vladimir Kulyukin, T. Raita

Citations: 181 • 2002

Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery

Manuel Gomez-Rodriguez, Jan Peters, J. Hill, Bernhard Schölkopf, Alireza Gharabaghi, Moritz Grosse‐Wentrup

Citations: 180 • 2011

Movement intention decoding based on deep learning for multiuser myoelectric interfaces

Ki-Hee Park, Seong‐Whan Lee

Citations: 148 • 2016

Machine Learning‐Enabled Tactile Sensor Design for Dynamic Touch Decoding

Yuyao Lu, Depeng Kong, Geng Yang, Ruohan Wang, Gaoyang Pang, Huayu Luo, Huayong Yang, Kaichen Xu

Citations: 147 • 2023

Deep learning based segmentation for automated training of apple trees on trellis wires

Yaqoob Majeed, Jing Zhang, Xin Zhang, Longsheng Fu, Manoj Karkee, Qin Zhang, Matthew D. Whiting

Citations: 146 • 2020

Unified Multi-Modal Landmark Tracking for Tightly Coupled Lidar-Visual-Inertial Odometry

David Wisth, Marco Camurri, Sandipan Das, Maurice Fallon

Citations: 141 • 2021

A vision transformer for decoding surgeon activity from surgical videos

Dani Kiyasseh, Runzhuo Ma, Taseen F. Haque, Brian J. Miles, Christian von Wagner, Daniel A. Donoho, Animashree Anandkumar, Andrew J. Hung

Citations: 135 • 2023

Continuous decoding of movement intention of upper limb self-initiated analytic movements from pre-movement EEG correlates

Eduardo López‐Larraz, Luis Montesano, Ángel Gil-Agudo, Javier Mínguez

Citations: 133 • 2014

Quantized iterative learning control of communication-constrained systems with encoding and decoding mechanism

Yujuan Tao, Hongfeng Tao, Zhihe Zhuang, Vladimir Stojanović, Wojciech Paszke

Citations: 126 • 2024

Data Augmentation for Motor Imagery Signal Classification Based on a Hybrid Neural Network

Kai Zhang, Guanghua Xu, Zezhen Han, Kaiquan Ma, Xiaowei Zheng, Longting Chen, Nan Duan, Sicong Zhang

Citations: 122 • 2020

To sort or not to sort: the impact of spike-sorting on neural decoding performance

Sonia Todorova, Patrick T. Sadtler, Aaron P. Batista, Steven M. Chase, Valérie Ventura

Citations: 122 • 2014

Connecting Neurons to a Mobile Robot: An In Vitro Bidirectional Neural Interface

Antonio Novellino, Paolo D’Angelo, Luca Cozzi, Michela Chiappalone, Vittorio Sanguineti, Sérgio Martinoia

Citations: 117 • 2007