Input-output mapping performance of linear and nonlinear models for estimating hand trajectories from cortical neuronal firing patterns. - Justin C. Sanchez; Sung-Phil Kim; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Johan Wessberg; Miguel A. L. Nicolelis (NNSP, 2002)

A simulator for the analysis of neuronal ensemble activity: application to reaching tasks. - G. S. Hugh; M. Laubach; Miguel A. L. Nicolelis; Craig S. Henriquez (Neurocomputing, 2002)

Modeling the relation from motor cortical neuronal firing to hand movements using competitive linear filters and a MLP. - Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; Yadunandana N. Rao; José C. Príncipe; Miguel A. L. Nicolelis (IJCNN, 2003)

Bimodal brain-machine interface for motor control of robotic prosthetic. - Shalom Darmanjian; Sung-Phil Kim; Michael C. Nechyba; Scott Morrison; José C. Príncipe; Johan Wessberg; Miguel A. L. Nicolelis (IROS, 2003)

Divide-and-conquer approach for brain machine interfaces: nonlinear mixture of competitive linear models. - Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; Yadunandana N. Rao; Johan Wessberg; José Carlos Príncipe; Miguel A. L. Nicolelis (Neural Networks, 2003)

Two multichannel integrated circuits for neural recording and signal processing. - Iyad Obeid; James C. Morizio; Karen A. Moxon; Miguel A. L. Nicolelis; Patrick D. Wolf (IEEE Trans. Biomed. Eng., 2003)

Transmission latencies in a telemetry-linked brain-machine interface. - Chad A. Bossetti; Jose M. Carmena; Miguel A. L. Nicolelis; Patrick D. Wolf (IEEE Trans. Biomed. Eng., 2004)

Editorial. - Miguel A. L. Nicolelis; Niels Birbaumer; Klaus-Robert Müller (IEEE Trans. Biomed. Eng., 2004)

Ascertaining the importance of neurons to develop better brain-machine interfaces. - Justin C. Sanchez; Jose M. Carmena; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis; John G. Harris; José C. Príncipe (IEEE Trans. Biomed. Eng., 2004)

Learning mappings in brain machine interfaces with echo state networks. - Yadunandana N. Rao; Sung-Phil Kim; Justin C. Sanchez; Deniz Erdogmus; José C. Príncipe; Jose M. Carmena; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis (ICASSP (5), 2005)

Determining Patterns in Neural Activity for Reaching Movements Using Nonnegative Matrix Factorization. - Sung-Phil Kim; Yadunandana N. Rao; Deniz Erdogmus; Justin C. Sanchez; Miguel A. L. Nicolelis; José C. Príncipe (EURASIP J. Adv. Signal Process., 2005)

An Info-Gap Approach to Linear Regression. - Miriam Zacksenhouse; Simona Nemets; Anna Yoffe; Yakov Ben-Haim; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis (ICASSP (3), 2006)

Continuous shared control for stabilizing reaching and grasping with brain-machine interfaces. - Hyun K. Kim; S. James Biggs; David W. Schloerb; Jose M. Carmena; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis; Mandayam A. Srinivasan (IEEE Trans. Biomed. Eng., 2006)

The Muscle Activation Method: An Approach to Impedance Control of Brain-Machine Interfaces Through a Musculoskeletal Model of the Arm. - Hyun K. Kim; Jose M. Carmena; S. James Biggs; Timothy L. Hanson; Miguel A. L. Nicolelis; Mandayam A. Srinivasan (IEEE Trans. Biomed. Eng., 2007)

Adaptive Decoding for Brain-Machine Interfaces Through Bayesian Parameter Updates. - Zheng Li; Joseph E. O'Doherty; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis (Neural Comput., 2011)

Signal-independent timescale analysis (SITA) and its application for neural coding during reaching and walking. - Miriam Zacksenhouse; Mikhail A. Lebedev 001; Miguel A. L. Nicolelis (Frontiers Comput. Neurosci., 2014)

Decoding Movements from Cortical Ensemble Activity Using a Long Short-Term Memory Recurrent Network. - Po-He Tseng; Núria Armengol Urpi; Mikhail Lebedev 001; Miguel A. L. Nicolelis (Neural Comput., 2019)

Neuroengineering challenges of fusing robotics and neuroscience. - Gordon Cheng; Stefan K. Ehrlich; Mikhail Lebedev 001; Miguel A. L. Nicolelis (Sci. Robotics, 2020)