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Volumn 26 VII, Issue , 2004, Pages 5321-5324

Simultaneous prediction of four kinematic variables for a brain-machine interface using a single recurrent neural network

Author keywords

Brain Machine Interface; Neuroprosthetic; Recurrent neural network; RMLP; State space analysis

Indexed keywords

BRAIN-MACHINE INTERFACE; RECURRENT MULTILAYER PRECEPTRON (RMLP); RMLP; STATE-SPACE ANALYSIS;

EID: 11144347817     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (13)

References (11)
  • 1
    • 0034676422 scopus 로고    scopus 로고
    • Real-time prediction of hand trajectory by ensembles of cortical neurons in primates
    • Wessberg, J., et al., Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature, 2000. 408(6810): p. 361-365.
    • (2000) Nature , vol.408 , Issue.6810 , pp. 361-365
    • Wessberg, J.1
  • 2
    • 0037075605 scopus 로고    scopus 로고
    • Brain-machine interface: Instant neural control of a movement signal
    • Serruya, M.D., et al., Brain-machine interface: Instant neural control of a movement signal. Nature, 2002.416: p. 141-142.
    • (2002) Nature , vol.416 , pp. 141-142
    • Serruya, M.D.1
  • 3
    • 84953727634 scopus 로고    scopus 로고
    • Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns
    • Martigny, Switzerland: IEEE
    • Sanchez, J.C., et al. Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns. in International Work on Neural Networks for Signal Processing. 2002. Martigny, Switzerland: IEEE.
    • (2002) International Work on Neural Networks for Signal Processing
    • Sanchez, J.C.1
  • 4
    • 4243060374 scopus 로고    scopus 로고
    • Learning to control a brain-machine interface for reaching and grasping by primates
    • Carmena, J.M., et al., Learning to control a brain-machine interface for reaching and grasping by primates. PLoS Biology, 2003. 1: p. 1-16.
    • (2003) PLoS Biology , vol.1 , pp. 1-16
    • Carmena, J.M.1
  • 5
    • 33645710707 scopus 로고    scopus 로고
    • A comparison between nonlinear mappings and linear state estimation to model the relation from motor cortical neuronal firing to hand movements
    • University of Edinburgh, Scotland
    • Sanchez, J.C., et al. A comparison between nonlinear mappings and linear state estimation to model the relation from motor cortical neuronal firing to hand movements. in SAB Workshop on Motor Control in Humans and Robots: on the Interplay of Real Brains and Artificial Devices. 2002. University of Edinburgh, Scotland.
    • (2002) SAB Workshop on Motor Control in Humans and Robots: On the Interplay of Real Brains and Artificial Devices
    • Sanchez, J.C.1
  • 6
    • 11144284439 scopus 로고    scopus 로고
    • A model based approach to quantify motor cortical neuronal interactions in a brain machine interface
    • Submitted
    • Sanchez, J.C., et al., A model based approach to quantify motor cortical neuronal interactions in a brain machine interface. Neural Computation, 2004. Submitted.
    • (2004) Neural Computation
    • Sanchez, J.C.1
  • 7
    • 0141479956 scopus 로고    scopus 로고
    • Chronic, multi-site, multi-electrode recordings in macaque monkeys
    • Nicolelis, M.A.L., et al., Chronic, multi-site, multi-electrode recordings in macaque monkeys. Proc. Natl. Acad. Sci. U.S.A., 2003. 100(19): p. 11041-11046.
    • (2003) Proc. Natl. Acad. Sci. U.S.A. , vol.100 , Issue.19 , pp. 11041-11046
    • Nicolelis, M.A.L.1
  • 11
    • 10244273342 scopus 로고    scopus 로고
    • The "echo state" approach to analyzing and training recurrent neural networks
    • GMD-German National Research Institute for Computer Science
    • Jaeger, H., The "Echo State" Approach to Analyzing and Training Recurrent Neural Networks, in GMD Report 148. 2001, GMD-German National Research Institute for Computer Science.
    • (2001) GMD Report , vol.148
    • Jaeger, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.