Artificial neural network model for the generation of muscle activation patterns for human locomotion

Journal of Electromyography and Kinesiology

Volumn 11, Issue 1, 2001, Pages 19-30

  Prentice, S D ^a   Patla, A E ^a   Stacey, D A ^b  

^a UNIVERSITY OF WATERLOO   (Canada)

^b UNIVERSITY OF GUELPH   (Canada)

Author keywords

Electromyography; Gait modifications; Internal model; Kinematics; Locomotor control

Indexed keywords

ADULT; ARTICLE; ARTIFICIAL NEURAL NETWORK; COMPREHENSION; ELECTROMYOGRAM; GAIT; HUMAN; HUMAN EXPERIMENT; LOCOMOTION; MALE; MUSCLE CONTRACTION; NORMAL HUMAN; PRIORITY JOURNAL; SIMULATION; TRAINING; WALKING;

ADULT; CENTRAL NERVOUS SYSTEM; COMPUTER SIMULATION; ELECTROMYOGRAPHY; GAIT; HUMANS; LEG; LOCOMOTION; MALE; MUSCLE CONTRACTION; MUSCLE, SKELETAL; NEURAL NETWORKS (COMPUTER);

EID: 0035143214     PISSN: 10506411     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1050-6411(00)00038-9     Document Type: Article

References (38)

1. Control of locomotion in bipeds, tetrapods, and fish
2. Neural control of stereotypic limb movements
3. Neurobiological bases of rhythmic motor acts in vertebrates
4. The supraspinal control of mammalian locomotion
5. Control of walking and running by means of electrical stimulation of the mid-brain
6. Visuomotor coordination in locomotion
7. Neuronal network models of motor generation and control
8. A computer based model for realistic simulations of neural networks. I-The single neuron and synaptic interaction
9. Neuronal network generating locomotor behavior in lamprey: Circuitry, transmitters, membrane properties, and simulation
10. Modelling of intersegmental coordination in the lamprey central pattern generator for locomotion
11. Simulated control of unilateral, anticipatory locomotor adjustments during obstructed gait
12. A model of the neuro-musculo-skeletal system for anticipatory adjustments of human locomotion during obstacle avoidance
13. Simple artificial neural network models can generate basic muscle activity patterns for human locomotion at different speeds
14. Higher order motor control
15. Motor cortex and visuomotor behavior
16. Visuomotor coordination in reaching and locomotion
17. Reconstructing muscle activation during normal walking: a comparison of symbolic and connectionist machine learning techniques
18. Learning internal representations by error propagation
19. Execution of voluntary bipedal movement with a simple afferent processor
20. Analysis and synthesis of human swing leg motion during gait and its clinical applications
21. A mathematical model for the dynamics of human locomotion
22. Ballistic walking
23. Synthesis of human walking: A planar model for single support
24. Restoring unassisted natural gait to paraplegics via functional neuromuscular stimulation: A computer simulation study
25. Myoclonus in a patient with spinal cord transection
26. Late flexion reflex in paraplegic patients. Evidence for a spinal stepping generator
27. Ontogeny of human locomotor control I. Infant stepping, supported locomotion and transition to independent locomotion
28. Cortical control of reaching movements
29. Group Report: What do studies of specific motor acts such as reaching and grasping tell us about the general principles of goal-directed motor behavior?
30. Reference frames for spinal proprioception: Limb endpoint or joint-level based?
31. Reference frames for spinal proprioception: Kinematics based or kinetics based?
32. Development of a biped robot
33. Forward models: Supervised learning with distal teacher
34. Kinematic and kinetic patterns in human gait: Variability and compensating effects
35. CNS strategies in human gait: implications for FES control