-
1
-
-
1542615171
-
Recursive Bayesian decoding of motor cortical signals by particle filtering
-
Brockwell, A. E., Rojas, A. L., & Kass, R. E. (2004). Recursive Bayesian decoding of motor cortical signals by particle filtering. Journal of Neurophysiology, 91, 1899-1907.
-
(2004)
Journal of Neurophysiology
, vol.91
, pp. 1899-1907
-
-
Brockwell, A.E.1
Rojas, A.L.2
Kass, R.E.3
-
2
-
-
0032530363
-
A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells
-
Brown, E., Frank, L., Tang, D., Quirk, M., & Wilson, M. (1998). A statistical paradigm for neural spike train decoding applied to position prediction from ensemble firing patterns of rat hippocampal place cells. Journal of Neuroscience, 18, 7411-7425.
-
(1998)
Journal of Neuroscience
, vol.18
, pp. 7411-7425
-
-
Brown, E.1
Frank, L.2
Tang, D.3
Quirk, M.4
Wilson, M.5
-
3
-
-
4243060374
-
Learning to control a brain-machine interface for reaching and grasping by primates
-
Carmena, J. M., Lebedev,M. A., Crist, R. E., O'Doherty, J. E., Santucci, D. M., Dimitrov, D. F., Patil, P. G., Henriquez, C. S., & Nicolelis, M. A. L. (2003). Learning to control a brain-machine interface for reaching and grasping by primates. PLoS, Biology, 1, 001-016.
-
(2003)
PLoS, Biology
, vol.1
, pp. 1-16
-
-
Carmena, J.M.1
Lebedev, M.A.2
Crist, R.E.3
O'Doherty, J.E.4
Santucci, D.M.5
Dimitrov, D.F.6
Patil, P.G.7
Henriquez, C.S.8
Nicolelis, M.A.L.9
-
4
-
-
0036090020
-
Simultaneous encoding of multiple potential reach directions in dorsal premotor cortex
-
Cisek, P., & Kalaska, J. F. (2002). Simultaneous encoding of multiple potential reach directions in dorsal premotor cortex, Journal of Neurophysiology, 87, 1149- 1154.
-
(2002)
Journal of Neurophysiology
, vol.87
, pp. 1149-1154
-
-
Cisek, P.1
Kalaska, J.F.2
-
5
-
-
0031892534
-
Neural discharge and local field potential oscillations in primate motor cortex during voluntary movements
-
Donoghue, J. P., Sanes, J. N., Hatsopoulos, N. G., & Gaal, G. (1998). Neural discharge and local field potential oscillations in primate motor cortex during voluntary movements. Journal of Neurophysiology, 79, 159-173.
-
(1998)
Journal of Neurophysiology
, vol.79
, pp. 159-173
-
-
Donoghue, J.P.1
Sanes, J.N.2
Hatsopoulos, N.G.3
Gaal, G.4
-
6
-
-
1842733199
-
Dynamic analysis of neural encoding by point process adaptive filtering
-
Eden, U., Frank, L., Barbieri, R., Solo, V., & Brown, E. (2004). Dynamic analysis of neural encoding by point process adaptive filtering. Neural Computation, 16, 971-988.
-
(2004)
Neural Computation
, vol.16
, pp. 971-988
-
-
Eden, U.1
Frank, L.2
Barbieri, R.3
Solo, V.4
Brown, E.5
-
7
-
-
0003166476
-
Synaptic interaction between cortical neurons
-
A. Peters & E. Jones (Eds.). New York: Plenum
-
Fetz, E., Toyama, K., & Smith, W. (1991). Synaptic interaction between cortical neurons. In A. Peters & E. Jones (Eds.), Cerebral cortex (Vol. 9, pp. 1-47). New York: Plenum.
-
(1991)
Cerebral Cortex
, vol.9
, pp. 1-47
-
-
Fetz, E.1
Toyama, K.2
Smith, W.3
-
8
-
-
0023791025
-
Relations of motor cortex neural discharge to kinematics of passive and active elbow movements in the monkey
-
Flament, D., & Hore, J. (1988). Relations of motor cortex neural discharge to kinematics of passive and active elbow movements in the monkey. Journal of Neurophysiology, 60, 1268-1284.
-
(1988)
Journal of Neurophysiology
, vol.60
, pp. 1268-1284
-
-
Flament, D.1
Hore, J.2
-
9
-
-
84898984007
-
Probabilistic inference of hand motion from neural activity in motor cortex
-
T. G. Dietterich, S. Becker, & Z. Ghahram (Eds.). Cambridge, MA: MIT Press
-
Gao, Y., Black, M. J., Bienenstock, E., Shoham, S., & Donoghue, J. P. (2002). Probabilistic inference of hand motion from neural activity in motor cortex. In T. G. Dietterich, S. Becker, & Z. Ghahram (Eds.), Advances in neural information processing systems, 14 (pp. 213-220). Cambridge, MA: MIT Press.
-
(2002)
Advances in Neural Information Processing Systems
, vol.14
, pp. 213-220
-
-
Gao, Y.1
Black, M.J.2
Bienenstock, E.3
Shoham, S.4
Donoghue, J.P.5
-
10
-
-
67650698227
-
A quantitative comparison of linear and non-linear models of motor cortical activity for the encoding and decoding of arm motions
-
Capri, Italy
-
Gao, Y., Black, M. J., Bienenstock, E., Wu, W., & Donoghue, J. P. (2003). A quantitative comparison of linear and non-linear models of motor cortical activity for the encoding and decoding of arm motions. In 1st International IEEE/EMBS Conference on Neural Engineering (pp. 189-192). Capri, Italy.
-
(2003)
1st International IEEE/EMBS Conference on Neural Engineering
, pp. 189-192
-
-
Gao, Y.1
Black, M.J.2
Bienenstock, E.3
Wu, W.4
Donoghue, J.P.5
-
12
-
-
0001942829
-
Neural networks and the bias/variance dilemma
-
Geman, S., Bienenstock, E., and Doursat, R. (1992). Neural networks and the bias/variance dilemma. Neural Computation, 4, 1-58.
-
(1992)
Neural Computation
, vol.4
, pp. 1-58
-
-
Geman, S.1
Bienenstock, E.2
Doursat, R.3
-
13
-
-
0020401276
-
On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex
-
Georgopoulos, A., Kalaska, J., Caminiti, R., & Massey, J. (1982). On the relations between the direction of two-dimensional arm movements and cell discharge in primate motor cortex, Journal of Neuroscience., 8, 1527-1537.
-
(1982)
Journal of Neuroscience
, vol.8
, pp. 1527-1537
-
-
Georgopoulos, A.1
Kalaska, J.2
Caminiti, R.3
Massey, J.4
-
14
-
-
0023034513
-
Neural population coding of movement direction
-
Georgopoulos, A., Schwartz, A., & Kettner, R. (1986). Neural population coding of movement direction. Science, 233, 1416-1419.
-
(1986)
Science
, vol.233
, pp. 1416-1419
-
-
Georgopoulos, A.1
Schwartz, A.2
Kettner, R.3
-
15
-
-
0034657110
-
Encoding of tactile stimulus location by somatosensory thalamocortical ensembles
-
Ghazanfar, A., Stambaugh, C., & Nicolelis, M. (2000). Encoding of tactile stimulus location by somatosensory thalamocortical ensembles, Journal of Neuroscience, 20, 3761-3775.
-
(2000)
Journal of Neuroscience
, vol.20
, pp. 3761-3775
-
-
Ghazanfar, A.1
Stambaugh, C.2
Nicolelis, M.3
-
16
-
-
0037196259
-
Method for assessing directional characteristics of non-uniformly sampled neural activity
-
Gribble, P. L., & Scott, S. H. (2002). Method for assessing directional characteristics of non-uniformly sampled neural activity. Journal of Neuroscience Methods, 113, 187-197.
-
(2002)
Journal of Neuroscience Methods
, vol.113
, pp. 187-197
-
-
Gribble, P.L.1
Scott, S.H.2
-
17
-
-
0032417961
-
Information about movement direction obtained from synchronous activity of motor cortical neurons
-
Hatsopoulos, N., Ojakangas, C., Paninski, L., & Donoghue, J. (1998). Information about movement direction obtained from synchronous activity of motor cortical neurons. Proceedings of the National Academy of Sciences, 95(26), 15706- 15711.
-
(1998)
Proceedings of the National Academy of Sciences
, vol.95
, Issue.26
, pp. 15706-15711
-
-
Hatsopoulos, N.1
Ojakangas, C.2
Paninski, L.3
Donoghue, J.4
-
18
-
-
85024429815
-
A new approach to linear filtering and prediction problems
-
Kalman, R. E. (1960). A new approach to linear filtering and prediction problems. Trans. ASME, Journal of Basic Engineering, 82, 35-45.
-
(1960)
Trans. ASME, Journal of Basic Engineering
, vol.82
, pp. 35-45
-
-
Kalman, R.E.1
-
19
-
-
85024423711
-
New results in linear filtering and prediction
-
Kalman, R. E., & Bucy, R. (1961). New results in linear filtering and prediction. Trans. ASME, Journal of Basic Engineering, 83, 95-108.
-
(1961)
Trans. ASME, Journal of Basic Engineering
, vol.83
, pp. 95-108
-
-
Kalman, R.E.1
Bucy, R.2
-
20
-
-
0032102138
-
Restoration of neural output from a paralyzed patient by a direct brain connection
-
Kennedy, P. R., & Bakay, R. A. (1998). Restoration of neural output from a paralyzed patient by a direct brain connection. NeuroReport, 9, 1707-1711.
-
(1998)
NeuroReport
, vol.9
, pp. 1707-1711
-
-
Kennedy, P.R.1
Bakay, R.A.2
-
21
-
-
0023802612
-
Primary motor cortex and free arm movements to visual targets in three-dimensional space. III. Positional gradients and population coding of movement direction from various movement origins
-
Kettner, R., Schwartz, A., & Georgopoulos, A. (1988). Primary motor cortex and free arm movements to visual targets in three-dimensional space. III. Positional gradients and population coding of movement direction from various movement origins. Journal of Neuroscience, 8, 2938-2947.
-
(1988)
Journal of Neuroscience
, vol.8
, pp. 2938-2947
-
-
Kettner, R.1
Schwartz, A.2
Georgopoulos, A.3
-
23
-
-
0033568867
-
Neuronal interactions improve cortical population coding of movement directions
-
Maynard, E., Hatsopoulos, N. G., Ojakangas, C. L., Acuna, B. D., Sanes, J. N., Normann, R. A., & Donoghue, J. P. (1999). Neuronal interactions improve cortical population coding of movement directions. Journal of Neuroscience, 19, 8083-8093.
-
(1999)
Journal of Neuroscience
, vol.19
, pp. 8083-8093
-
-
Maynard, E.1
Hatsopoulos, N.G.2
Ojakangas, C.L.3
Acuna, B.D.4
Sanes, J.N.5
Normann, R.A.6
Donoghue, J.P.7
-
24
-
-
0031106324
-
The Utah intracortical electrode array: A recording structure for potential brain-computer interfaces
-
Maynard, E., Nordhausen, C., & Normann, R. (1997). The Utah intracortical electrode array: A recording structure for potential brain-computer interfaces. Electroencephalography and Clinical Neurophysiology, 102, 228-239.
-
(1997)
Electroencephalography and Clinical Neurophysiology
, vol.102
, pp. 228-239
-
-
Maynard, E.1
Nordhausen, C.2
Normann, R.3
-
25
-
-
0032738085
-
Motor cortical activity during drawing movements: Population representation during spiral tracing
-
Moran, D., & Schwartz, A. (1999a). Motor cortical activity during drawing movements: Population representation during spiral tracing. Journal of Neurophysiology, 82, 2693-2704.
-
(1999)
Journal of Neurophysiology
, vol.82
, pp. 2693-2704
-
-
Moran, D.1
Schwartz, A.2
-
26
-
-
0032717445
-
Motor cortical representation of speed and direction during reaching
-
Moran, D., & Schwartz, A. (1999b). Motor cortical representation of speed and direction during reaching. Journal of Neurophysiology, 82, 2676-2692.
-
(1999)
Journal of Neurophysiology
, vol.82
, pp. 2676-2692
-
-
Moran, D.1
Schwartz, A.2
-
27
-
-
0242460462
-
-
(Tech. Rep. 98-10). Cambridge, MA: Compaq Cambridge Research Laboratory
-
Murphy, K. P. (1998). Switching Kalman filter (Tech. Rep. 98-10). Cambridge, MA: Compaq Cambridge Research Laboratory.
-
(1998)
Switching Kalman Filter
-
-
Murphy, K.P.1
-
28
-
-
0347088824
-
Spatiotemporal tuning of motor cortical neurons for hand position and velocity
-
Paninski, L., Fellows, M., Hatsopoulos, N., & Donoghue, J. P. (2004). Spatiotemporal tuning of motor cortical neurons for hand position and velocity. Journal of Neurophysiology, 91, 515-532.
-
(2004)
Journal of Neurophysiology
, vol.91
, pp. 515-532
-
-
Paninski, L.1
Fellows, M.2
Hatsopoulos, N.3
Donoghue, J.P.4
-
30
-
-
33645710707
-
Comparison between nonlinear mappings and linear state estimation to model the relation from motor cortical neuronal firing to hand movements
-
Edinburgh, Scotland
-
Sanchez, J., Erdogmus, D., Principe, J., Wessberg, J., & Nicolelis, M. (2002). Comparison between nonlinear mappings and linear state estimation to model the relation from motor cortical neuronal firing to hand movements. In Proceedings of SAB Workshop on Motor Control in Humans and Robots: On the Interplay of Real Brains and Artificial Devices (pp. 59-65). Edinburgh, Scotland.
-
(2002)
Proceedings of SAB Workshop on Motor Control in Humans and Robots: On the Interplay of Real Brains and Artificial Devices
, pp. 59-65
-
-
Sanchez, J.1
Erdogmus, D.2
Principe, J.3
Wessberg, J.4
Nicolelis, M.5
-
31
-
-
84942580253
-
Learning the contributions of motor, premotor, and posterior parietal cortices for hand trajectory reconstruction in a brain machine interface
-
Capri, Italy
-
Sanchez, J., Erdogmus, D., Rao, Y., Principe, J., Nicolelis, M., & Wessberg, J. (2003). Learning the contributions of motor, premotor, and posterior parietal cortices for hand trajectory reconstruction in a brain machine interface. In Proceedings of the 1st international IEEE EMBS Conference on Neural Engineering. Capri, Italy.
-
(2003)
Proceedings of the 1st International IEEE EMBS Conference on Neural Engineering
-
-
Sanchez, J.1
Erdogmus, D.2
Rao, Y.3
Principe, J.4
Nicolelis, M.5
Wessberg, J.6
-
32
-
-
0027220715
-
Motor cortical activity during drawing movements: Population representation during sinusoid tracing
-
Schwartz, A. (1993). Motor cortical activity during drawing movements: Population representation during sinusoid tracing. Journal of Neurophysiology, 70, 28-36.
-
(1993)
Journal of Neurophysiology
, vol.70
, pp. 28-36
-
-
Schwartz, A.1
-
33
-
-
0032719752
-
Motor cortical activity during drawing movements: Population representation during lemniscate tracing
-
Schwartz, A., & Moran, D. (1999). Motor cortical activity during drawing movements: Population representation during lemniscate tracing. Journal of Neurophysiology, 82, 2705-2718.
-
(1999)
Journal of Neurophysiology
, vol.82
, pp. 2705-2718
-
-
Schwartz, A.1
Moran, D.2
-
34
-
-
0035663916
-
Extraction algorithms for cortical control of arm prosthetics
-
Schwartz, A., Taylor, D., & Helms Tillery, S. (2001). Extraction algorithms for cortical control of arm prosthetics. Current Opinion in Neurobiology, 11, 701-707.
-
(2001)
Current Opinion in Neurobiology
, vol.11
, pp. 701-707
-
-
Schwartz, A.1
Taylor, D.2
Helms Tillery, S.3
-
35
-
-
0038724298
-
Robustness of neuroprosthetic decoding algorithms
-
Serruya, M., Hatsopoulos, N., Fellows, M., Paninski, L., & Donoghue, J. (2003). Robustness of neuroprosthetic decoding algorithms. Biological Cybernetics, 88, 219-228.
-
(2003)
Biological Cybernetics
, vol.88
, pp. 219-228
-
-
Serruya, M.1
Hatsopoulos, N.2
Fellows, M.3
Paninski, L.4
Donoghue, J.5
-
36
-
-
0037075605
-
Brain-machine interface: Instant neural control of a movement signal
-
Serruya, M. D., Hatsopoulos, N. G., Paninski, L., Fellows, M. R., & Donoghue, J. P. (2002). Brain-machine interface: Instant neural control of a movement signal. Nature, 416, 141-142.
-
(2002)
Nature
, vol.416
, pp. 141-142
-
-
Serruya, M.D.1
Hatsopoulos, N.G.2
Paninski, L.3
Fellows, M.R.4
Donoghue, J.P.5
-
38
-
-
0037036102
-
Direct cortical control of 3D neuroprosthetic devices
-
Taylor, D., Helms Tillery, S., & Schwartz, A. (2002). Direct cortical control of 3D neuroprosthetic devices. Science, 296, 1829-1832.
-
(2002)
Science
, vol.296
, pp. 1829-1832
-
-
Taylor, D.1
Helms Tillery, S.2
Schwartz, A.3
-
39
-
-
0034766269
-
Trajectory estimation from place cell data
-
Twum-Danso, N., & Brockett, R. (2001). Trajectory estimation from place cell data. Neural Networks, 14, 835-844.
-
(2001)
Neural Networks
, vol.14
, pp. 835-844
-
-
Twum-Danso, N.1
Brockett, R.2
-
40
-
-
0030686449
-
Decoding visual information from a population of retinal ganglion cells
-
Warland, D., Reinagel, P., & Meister, M. (1997). Decoding visual information from a population of retinal ganglion cells. Journal of Neurophysiology, 78, 2336- 2350.
-
(1997)
Journal of Neurophysiology
, vol.78
, pp. 2336-2350
-
-
Warland, D.1
Reinagel, P.2
Meister, M.3
-
41
-
-
79955750805
-
-
(Tech. Rep. 95-041). Chapel Hill: University of North Carolina at Chapel Hill
-
Welch, G., & Bishop, G. (2001). An introduction to the Kalman filter (Tech. Rep. 95-041). Chapel Hill: University of North Carolina at Chapel Hill.
-
(2001)
An introduction to the Kalman Filter
-
-
Welch, G.1
Bishop, G.2
-
42
-
-
0034676422
-
Real-time prediction of hand trajectory by ensembles of cortical neurons in primates
-
Wessberg, J., Stambaugh, C., Kralik, J., Beck, P., L. M., Chapin, J., Kim, J., Biggs, S., Srinivasan, M., & Nicolelis, M. (2000). Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature, 408, 361-365.
-
(2000)
Nature
, vol.408
, pp. 361-365
-
-
Wessberg, J.1
Stambaugh, C.2
Kralik, J.3
Beck, P.4
M., L.5
Chapin, J.6
Kim, J.7
Biggs, S.8
Srinivasan, M.9
Nicolelis, M.10
-
43
-
-
11144338241
-
Automatic spike sorting for neural decoding
-
San Francisco
-
Wood, R., Fellows, M., Donoghue, J. P., & Black, M. J. (2004). Automatic spike sorting for neural decoding. In Proc. the 26th Annual Internaltional Conference of the IEEE EMBS (pp. 4009-4012). San Francisco.
-
(2004)
Proc. the 26th Annual Internaltional Conference of the IEEE EMBS
, pp. 4009-4012
-
-
Wood, R.1
Fellows, M.2
Donoghue, J.P.3
Black, M.J.4
-
44
-
-
2442637235
-
Inferring hand motion from multi-cell recordings in motor cortex using a Kalman filter
-
Edinburgh, Scotland
-
Wu, W., Black, M. J., Gao, Y., Bienenstock, E., Serruya, M., & Donoghue, J. P. (2002). Inferring hand motion from multi-cell recordings in motor cortex using a Kalman filter. In SAB'02-Workshop on Motor Control in Humans and Robots: On the Interplay of Real Brains and Artificial Devices (pp. 66-73). Edinburgh, Scotland.
-
(2002)
SAB'02-workshop on Motor Control in Humans and Robots: on the Interplay of Real Brains and Artificial Devices
, pp. 66-73
-
-
Wu, W.1
Black, M.J.2
Gao, Y.3
Bienenstock, E.4
Serruya, M.5
Donoghue, J.P.6
-
45
-
-
84898938636
-
Neural decoding of cursor motion using a Kalman filter
-
S. Becker, S. Thrun, & K. Obermayer (Eds.). Cambridge, MA: MIT Press
-
Wu, W., Black, M. J., Gao, Y., Bienenstock, E., Serruya, M., Shaikhouni, A., & Donoghue, J. P. (2003). Neural decoding of cursor motion using a Kalman filter. In S. Becker, S. Thrun, & K. Obermayer (Eds.), Advances in neural information processing systems, 15 (pp. 133-140). Cambridge, MA: MIT Press.
-
(2003)
Advances in Neural Information Processing Systems
, vol.15
, pp. 133-140
-
-
Wu, W.1
Black, M.J.2
Gao, Y.3
Bienenstock, E.4
Serruya, M.5
Shaikhouni, A.6
Donoghue, J.P.7
-
46
-
-
2442686773
-
Modeling and decoding motor cortical activity using a switching Kalman filter
-
Wu, W., Black, M. J., Mumford, D., Gao, Y., Bienenstock, E., & Donoghue, J. P. (2004a). Modeling and decoding motor cortical activity using a switching Kalman filter. IEEE Transactions on Biomedical Engineering, 51, 933-942.
-
(2004)
IEEE Transactions on Biomedical Engineering
, vol.51
, pp. 933-942
-
-
Wu, W.1
Black, M.J.2
Mumford, D.3
Gao, Y.4
Bienenstock, E.5
Donoghue, J.P.6
-
47
-
-
11144316765
-
Closed-loop neural control of cursor motion using a Kalman filter
-
San Francisco
-
Wu, W., Shaikhouni, A., Donoghue, J. P., & Black, M. J. (2004b). Closed-loop neural control of cursor motion using a Kalman filter. Proc. IEEE Engineering in Medicine and Biology Society (pp. 4126-4129). San Francisco.
-
(2004)
Proc. IEEE Engineering in Medicine and Biology Society
, pp. 4126-4129
-
-
Wu, W.1
Shaikhouni, A.2
Donoghue, J.P.3
Black, M.J.4
-
48
-
-
0031930592
-
Interpreting neuronal population activity by reconstruction: Unified framework with application to hippocampal place cells
-
Zhang, K., Ginzburg, L., McNaughton, B., & Sejnowski, T. (1998). Interpreting neuronal population activity by reconstruction: Unified framework with application to hippocampal place cells. Journal of Neurophysiology, 79, 1017-1044.
-
(1998)
Journal of Neurophysiology
, vol.79
, pp. 1017-1044
-
-
Zhang, K.1
Ginzburg, L.2
McNaughton, B.3
Sejnowski, T.4
|