A simulator for the analysis of neuronal ensemble activity: Application to reaching tasks

Neurocomputing

Volumn 44-46, Issue , 2002, Pages 847-854

  Hugh, G S ^a   Laubach, M ^b   Nicolelis, M A L ^a,b   Henriquez, C S ^a  

^a Duke University   (United States)

^b DUKE UNIVERSITY MEDICAL CENTER   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; LEARNING SYSTEMS; MATHEMATICAL MODELS; MUSCLE;

MULTIVARIATE ANALYSIS;

NEURAL NETWORKS;

ARM MOVEMENT; ARM MUSCLE; ARTICLE; BRAIN CORTEX; CONTROLLED STUDY; LEARNING; MATHEMATICAL MODEL; MULTIVARIATE ANALYSIS; MUSCLE EXCITATION; NEUROBIOLOGY; PREDICTION; PRIORITY JOURNAL; SIMULATION; SIMULATOR; SPIKE WAVE; TASK PERFORMANCE;

EID: 0036066901     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0925-2312(02)00482-4     Document Type: Article

References (9)

1. Real-time control of a robot arm using simultaneously recorded neurons in the motor cortex
2. On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex
3. A learning algorithm for analog fully recurrent neural networks
4. Independent component analyses for quantifying neuronal ensemble interactions
5. A model of reaching dynamics in primary motor cortex
6. Sensorimotor encoding by synchronous neural ensemble activity at multiple levels of the somatosensory system
7. Proprioceptive activity in primate primary somatosensory cortex during active arm reaching movements
8. Direct cortical control of muscle activation in voluntary arm movements: A model
9. Real-time prediction of hand trajectory by ensembles of cortical neurons in primates