Control of a brain-computer interface without spike sorting

Journal of Neural Engineering

Volumn 6, Issue 5, 2009, Pages

  Fraser, George W ^a,b   Chase, Steven M ^a,b,c   Whitford, Andrew ^b,d   Schwartz, Andrew B ^a,b,d  

^a UNIVERSITY OF PITTSBURGH SCHOOL OF MEDICINE   (United States)

^b UNIVERSITY OF PITTSBURGH   (United States)

^c CARNEGIE MELLON UNIVERSITY   (United States)

^d University of Pittsburgh   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN; BRAIN-COMPUTER INTERFACE; CONTROL SIGNAL; DECODING SCHEME; FILTER EXTRACTION; HIGH QUALITY; MULTI-UNIT ACTIVITY; NEURAL ACTIVITY; PRIMARY MOTOR CORTEX; RHESUS MONKEY; SILICON ARRAYS; SPIKE-SORTING; TUNING FUNCTION;

ANIMALS; COMMUNICATION CHANNELS (INFORMATION THEORY); INTERFACES (COMPUTER); MICROELECTRODES; QUALITY FUNCTION DEPLOYMENT; SIGNAL PROCESSING; TOTAL QUALITY MANAGEMENT;

QUALITY CONTROL;

SILICON;

ALGORITHM; ANIMAL CELL; ANIMAL EXPERIMENT; ARTICLE; BAYES THEOREM; BRAIN COMPUTER INTERFACE; COMPARATIVE STUDY; CONTROLLED STUDY; EXTRACTION; FILTER; INFORMATION; MALE; MICROELECTRODE; MOTOR CORTEX; MOVEMENT (PHYSIOLOGY); NERVE CELL; NONHUMAN; POPULATION; PRIORITY JOURNAL; PROSTHESIS; QUALITY CONTROL; RHESUS MONKEY; SIGNAL PROCESSING; TRAINING; ACTION POTENTIAL; ANIMAL; BRAIN; COMPUTER INTERFACE; ELECTROENCEPHALOGRAPHY; EVOKED MUSCLE RESPONSE; FEEDBACK SYSTEM; MACACA MULATTA; METHODOLOGY; PHYSIOLOGY;

ANIMALIA; MACACA MULATTA;

ACTION POTENTIALS; ALGORITHMS; ANIMALS; BRAIN; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS, MOTOR; FEEDBACK; MACACA MULATTA; MALE; MOVEMENT; USER-COMPUTER INTERFACE;

EID: 70449727615     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/6/5/055004     Document Type: Article

References (14)

1. Brockwell A E, Rojas A L and Kass R E 2003 Recursive Bayesian decoding of motor cortical signals by particle filtering J. Neurophysiol. 91 1899-907
2. Hochberge L R, Serruya M D, Friehs G M, Mukand J A, Saleh M, Caplan A H, Branner A, Chen D, Penn R D and Donoghue J P 2006 Neuronal ensemble control of prosthetic devices by a human with tetraplegia Nature 442 164-71
3. Leuthardt E C, Schalk G, Wolpaw J R, Ojemann J G and Moran D W 2004 A brain-computer interface using electrocorticographic signals in humans J. Neural Eng. 1 63-71
4. Maynard E M, Nordhausen C T and Normann R A 1997 The Utah intracortical electrode array: a recording structure for potential brain-computer interfaces Electroencephalogr. Clin. Neurophysiol. 102 228-39
5. Mehring C, Rickert J, Vaadia E, Cardosa de Oliveira S, Aertsen A and Rotter S 2003 Inference of hand movements from local field potentials in monkey motor cortex Nat. Neurosci. 6 1253-4
6. Musallam S, Corneil B D, Greger B, Sherverger H and Andersen R A 2004 Cognitive control signals for neural prosthetics Science 305 258-62
7. Pesaran B, Pezaris J, Sahani M, Mitra P M and Andersen R A 2002 Temporal structure in neuronal activity during working memory in macaque parietal cortex Nat. Neurosci. 5 805-11
8. Santhanam G, Ryu S I, Yu B M, Afshar A and Shenoy K V 2006 A high-performance brain-computer interface Nature 442 195-8
9. Stark E and Abeles M 2007 Predicting movement from multiunit activity J. Neurosci. 27 8387-94
10. Taylor D M, Tillery S I H and Schwartz A B 2002 Direct cortical control of 3D neuroprosthetic devices Science 296 1829-32
11. Velliste M, Perel S, Spalding M C, Whitford A S and Schwartz A B 2008 Cortical control of a prosthetic arm for self-feeding Nature 453 1098-1101
12. Ventura V 2008 Spike train decoding without spike sorting Neural Comput. 20 923-63
13. Wessberg J, Stambaugh C R, Kralik J D, Beck P D, Laubach M, Chapin J K, Kim J, Biggs S J, Srinivasan M A and Nicolelis M A L 2000 Real-time prediction of hand trajectory by ensembles of cortical neurons in primates Nature 408 361-5
14. Wolpaw J R, McFarland D J, Neat G W and Forneris C A 1991 An EEG-based brain-computer interface for cursor control Electroencephalogr. Clin. Neurophysiol. 78 252-9