Levenberg-Marquardt Based Neural Network Control for a Five-fingered Prosthetic Hand

No abstract is available for this paper.

• Publication year

  2005

• Venue

  Proceedings of the 2005 IEEE International Conference on Robotics and Automation

• Publication date

  2005-04-18

• Fields of study

  Medicine, Computer Science, Engineering

• Identifiers
  DOI 10.1109/ROBOT.2005.1570810
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Training Feedforward Networks with the Marquardt Algorithm

  2004cited by this paper
• Pattern classification of time-series EMG signals using neural networks

  2000cited by this paper
• Development of a myoelectric discrimination system for a multi-degree prosthetic hand

  1999cited by this paper
• Pattern Classification of EMG Signals Using Neural Networks during a Series of Motions

  1997cited by this paper
• Training feedforward networks with the Marquardt algorithm

  1994influential reference
• Estimation of Arm Posture in 3D-Space from Surface EMG Signals Using a Neural Network Model (Special Issue on Neurocomputing)

  1994cited by this paper
• Discrimination of Forearm Motions from EMG Signals by Error Back Propagation Typed Neural Network Using Entropy

  1993cited by this paper
• Myoelectric teleoperation of a complex robotic hand

  1993cited by this paper
• First- and Second-Order Methods for Learning: Between Steepest Descent and Newton's Method

  1992cited by this paper
• An EMG controlled prosthetic forearm in three degrees of freedom using ultrasonic motors

  1992cited by this paper
• Rescaling of variables in back propagation learning

  1991influential reference
• Conjugate gradient algorithm for efficient training of artifi-cial neural networks

  1990cited by this paper
• The application of neural networks to myoelectric signal analysis: a preliminary study

  1990cited by this paper
• SuperSAB: Fast adaptive back propagation with good scaling properties

  1990cited by this paper
• The theoretical development of a multichannel time-series myoprocessor for simultaneous limb function detection and muscle force estimation

  1989cited by this paper
• EMG pattern analysis and classification by neural network

  1989cited by this paper
• An adaptive least squares algorithm for the efficient training of artificial neural networks

  1989cited by this paper
• DEVELOPMENT OF CONTROL SYSTEM AND MYOELECTRIC SIGNAL PROCESSOR FOR BIO-MIMETIC PROSTHETIC HAND

  1988cited by this paper
• Accelerating the convergence of the back-propagation method

  1988influential reference
• A limb-function discrimination method using EMG signals for the control of multifunctional powered prostheses

  1987cited by this paper
• Learning internal representations by error propagation

  1986cited by this paper
• Upper Extremity Limb Function Discrimination Using EMG Signal Analysis

  1983cited by this paper
• The control of a prosthetic arm by EMG pattern recognition

  1982cited by this paper
• A Microprocessor System for Multifunctional Control of Upper-Limb Prostheses via Myoelectric Signal Identification

  1978cited by this paper
• Cybernetics, or Control and Communication in the Animal and the Machine.

  1949cited by this paper

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  2016cites this paper
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  2015cites this paper
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  2015cites this paper
• Modulation of grasping force in prosthetic hands using neural network-based predictive control.

  2015cites this paper
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  2014cites this paper
• Human shoulder motion extraction using EMG signals

  2014cites this paper
• Design and control of a multisensory five-finger prosthetic hand

  2014cites this paper
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  2014cites this paper
• The role of muscle synergies in myoelectric control: trends and challenges for simultaneous multifunction control

  2014cites this paper
• A Learning Scheme for EMG Based Interfaces: On Task Specificity in Motion Decoding Domain

  2014cites this paper
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  2014cites this paper
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  2014cites this paper
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  2014cites this paper
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  2014cites this paper
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  2013cites this paper
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  2013cites this paper
• Task discrimination from myoelectric activity: A learning scheme for EMG-based interfaces

  2013cites this paper
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  2013cites this paper
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  2011cites this paper
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  2010cites this paper
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  2010cites this paper
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