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Articles in journals or magazines
- H. K. Kim, J. M. Carmena, S. J. Biggs, T. L. Hanson, M. A. L. Nicolelis, and M. A. Srinivasan, "The muscle activation method: An approach to impedance control of brain-machine interfaces through a musculoskeletal model of thearm," IEEE Transactions on Biomedical Engineering, vol. 54, no. 8, pp. 1520-1529, Aug. 2007.
- M. Zacksenhouse, M. A. Lebedev, J. M. Carmena, J. E. O'Doherty, C. S. Henriquez, and M. A. L. Nicolelis, "Cortical modulations increase in early sessions with brain-machine interface," Public Library of Science One 7, vol. e619, July 2007.
- H. K. Kim, S. J. Biggs, D. W. Schloerb, J. M. Carmena, M. A. Lebedev, M. A. L. Nicolelis, and M. A. Srinivasan, "Continuous shared control for stabilizing reaching and grasping with brain-machine interfaces," IEEE Transactions on Biomedical Engineering, vol. 53, no. 6, pp. 1164-1173, June 2006.
- S. Kim, J. C. Sanchez, Y. N. Rao, D. Erdogmus, J. M. Carmena, M. A. Lebedev, M. A. L. Nicolelis, and J. C. Principe, "A comparison of optimal MIMO linear and nonlinear models for brain-machine interfaces," J. Neural Engineering, vol. 3, no. 2, pp. 145-161, June 2006.
- R. Gutierrez, J. M. Carmena, M. A. L. Nicolelis, and S. Simon, "Orbitofrontal ensemble activity monitors licking and distinguishes among natural rewards," Journal of Neurophysiology, vol. 95, pp. 95-133, Jan. 2006.
- J. M. Carmena, "Brain-machine interfaces: a novel paradigm for the study of learning and adaptation," Artificial Intelligence and Simulation of Behavior (AISB) Quarterly, vol. 122, pp. 3 & 9, 2005.
- J. M. Carmena, M. A. Lebedev, C. S. Henriquez, and M. A. L. Nicolelis, "Stable ensemble performance with single-neuron variability during reaching movements in primates," J. Neuroscience, vol. 25, no. 46, pp. 10712-716, Nov. 2005.
- M. A. Lebedev, J. M. Carmena, J. E. O'Doherty, M. Zacksenhouse, C. S. Henriquez, J. C. Principe, and M. A. L. Nicolelis, "Cortical ensemble adaptation to represent velocity of an artificial actuator controlled by a Brain-Machine Interface," Journal of Neuroscience, vol. 25, no. 19, pp. 4681-4693, May 2005.
- P. G. Patil, J. M. Carmena, M. A. L. Nicolelis, and D. A. Turner, "Ensembles of human subcortical neurons as a source of motor control signals for a brain-machine interface," Neurosurgery, vol. 55, no. 1, pp. 27-38, 2004.
- J. M. Carmena, "Brain Versus Machine Control," Public Library of Science Biology, vol. 2, no. 12, pp. 2027-2028, Dec. 2004.
- J. M. Carmena and J. C. T. Hallam, "The use of Doppler in sonar-based mobile robot navigation: inspirations from Biology," Information Sciences, vol. 161, no. 1-2, pp. 71-94, June 2004.
- C. A. Bossetti, J. M. Carmena, M. A. L. Nicolelis, and P. D. Wolf, " Transmission latencies in a telemetry-linked brain-machine interface," IEEE Transactions on Biomedical Engineering, vol. 51, no. 6, pp. 919 - 924, June 2004.
- J. C. Sanchez, J. M. Carmena, M. A. Lebedev, M. A. L. Nicolelis, J. G. Harris, and J. C. Principe, "Ascertaining the importance of neurons to develop better brain-machine interfaces," IEEE Transactions on Biomedical Engineering, vol. 51, no. 6, pp. 943-953, June 2004.
- J. M. Carmena and J. C. T. Hallam, "Narrowband target tracking using a biomimetic sonarhead," Robotics and Autonomous Systems, vol. 46, no. 4, pp. 247-259, April 2004.
- J. M. Carmena, M. A. Lebedev, R. E. Crist, J. E. O'Doherty, D. M. Santucci, D. F. Dimitrov, P. G. Patil, and C. S. Henriquez, "Learning to control a brain-machine interface for reaching and grasping by primates," Public Library of Science Biology, vol. 1, no. 2, pp. 193-208, Nov. 2003.
- M. A. L. Nicolelis, D. F. Dimitrov, J. M. Carmena, R. Crist, G. Lehew, J. Kralik, and S. P. Wise, "Chronic, multisite, multielectrode recordings in macaque monkeys," Proc. National Academy of Sciences of the USA, vol. 100, no. 19, pp. 11041-046, Sep. 2003.
- J. M. Carmena and J. C. T. Hallam, "Estimationg Doppler-shift using Bat-inspired Cochlear Filterbank Models: A comparison of Methods for Echoes from Single and Multiple Reflectors," Adaptive Behavior, vol. 9, no. 3-4, pp. 241-261, 2002.
- J. M. Carmena, N. Kampchen, D. Kim, and J. C. T. Hallam, "Artificial ears for a biomimetic sonarhead: From multiple reflectors to surfaces," Artificial Life, vol. 7, no. 2, pp. 147-169, April 2001.
Articles in conference proceedings
- S. Venkatraman, J. D. Long, K. Pister, and J. M. Carmena, "Wireless inertial sensors for monitoring animal behavior," in Proceedings of the 29th Annual International Conference of the IEEE, EMBS, IEEE, 2007, pp. 378-381.
- Y. N. Rao, S. P. Kim, J. C. Sanchez, D. Erdogmus, J. M. Carmena, J. M. Lebedev, and M. A. Nicolelis, "Learning mappings in brain machine interfaces with echo state networks," in IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2005, Vol. 5, IEEE CNF, 2005, pp. 233-236.
- S. Kim, J. M. Carmena, M. A. Nicolelis, and J. C. Principe, "Multiresolution representations and data mining of neural spikes for brain-machine interfaces," in 2nd International IEEE EMBS Conference on Neural Engineering, IEEE CNF, 2005, pp. 221 - 224.
- J. C. Sanchez, J. C. Principe, J. M. Carmena, M. A. Lebedev, and M. A. L. Nicolelis, "Simultaneus prediction of four kinematic variables for a brain-machine interface using a single recurrent neural network," in 26th Annual International Conference of the IEEE EMBS, Vol. 2, IEEE CNF, 2004, pp. 5321-5324.
- J. M. Carmena and J. C. T. Hallam, "Narrowband 3D tracking using a biomimetic sonarhead," in 2002 IEEE/RSJ International Conference on Intelligent Robots and Systems, Vol. 1, IEEE CNF, 2002, pp. 172-177.
- J. M. Carmena and J. C. T. Hallam, "Estimating Doppler shift with a coarse cochlear filterbank," in International Conference on Intelligent Robots and Systems, 2002, Institute of Electrical and Electronics Engineers (IEEE), The Robotics Society of Japan (RSJ), Vol. 1, IEEE CNF, 2000, pp. 221-226.
Talks or presentations
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