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Journal Papers
Peer-Reviewed Conference Papers


Electronic reprints are available on request. Email contact at nsplab dot org.

Journal Papers


He BD*, Ebrahimi M*, Palafox L, Srinivasan L. "Signal quality of endovascular electroencephalography," Journal of Neural Engineering, 13(1):016016.[Open Access HTML][Open Access PDF]
* Equal Contribution


Srinivasan R & Srinivasan L. "Graphitic carbon anode temperature excursions reflect crystallographic phase transitions in lithium-ion cells," Journal of Power Sources, 293:867-882. [abstract] [Open Access HTML] [Open Access PDF]

He BD, Wein A, Varshney LR, Kusuma J, Richardson A, Srinivasan L. Generalized Analog Thresholding for Spike Acquisition at Ultra-Low Sampling Rates," Journal of Neurophysiology, in press. [PubMed/Article Link]

Yousefi S, Wein A, Kowalski K, Richardson A, Srinivasan L. Smoothness as a failure mode of Bayesian mixture models in brain-machine interfaces, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 23(1):128-37. [abstract] [PDF]


Wein, A. & Srinivasan, L. "IterML: A Fast, Robust Algorithm for Estimating Signals with Finite Rate of Innovation," IEEE Transactions on Signal Processing, 61(21):5324-5336. [abstract][PDF]

Kowalski, K., He, B., and Srinivasan, L. "Dynamic analysis of naive adaptive brain-machine interfaces," Neural Computation, 25(9):2373-2420. [abstract][Color Figures][Matlab-Kinect Interface Code][Supplementary Movie][PDF]

Srinivasan, L., Asaad, W.F., Ginat, D.T., Gale, J.T., Dougherty, D.D., Williams, Z.M., Sejnowski, T.J., Eskandar, E.N. "Action Initiation in the Human Dorsal Anterior Cingulate Cortex," PLOS ONE, 8(2): e55247.[HTML][PDF]

Lagang, M. & Srinivasan, L. "Stochastic optimal control as a theory of brain-machine interface operation," Neural Computation, 25(2):374-417. [abstract] [Color Figures] [PDF]


Srinivasan, L., da Silva, M. "Breaking the fixed-arrival-time restriction in reaching movements of neural prosthetic devices," IEEE Trans. Biomed. Eng., 58(6):155-64. [Supplementary Movie][PDF]


Srinivasan, L., Eden, U.T., Mitter, S.K, and Brown, E.N. "General purpose filter design for neural prosthetic devices," Journal of Neurophysiology, 98:2456-2475. [Journal Cover Image][PDF]

Srinivasan, L. and Brown, E.N. "A State-Space Framework for Movement Control to Dynamic Goals Through Brain-Driven Interfaces," IEEE Trans. Biomed. Eng., 54(3):526-535. [PDF]


Srinivasan, L., Eden, U.T., Willsky, A.S., and Brown, E.N. "A State-Space Analysis for Reconstruction of Goal-Directed Movements Using Neural Signals," Neural Computation, 18(10):2465-2494. [Erratum][PDF]


IEEE Conference Papers

He BD, Wein A, and Srinivasan L, Feasibility of FRI-based square-wave reconstruction with quantization error and integrator noise, IEEE ICASSP, Brisbane, Australia, April 2015 PDF

He BD, and Srinivasan, L., Neural Shaping with Joint Optimization of Controller and Plant under Restricted Dynamics, Information Theory and Applications Workshop, IEEE, Feb 2014, p. 1-6. [PDF] [Video Abstract] [Slides]

Srinivasan, L., (2011) "Variable-arrival-time reaching with the brain-machine interface: Performance comparison on empirically-derived movements," Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Boston, Massachusetts, 30 August - 3 September 2011 [PDF]

Srinivasan, L., Varshney, L. and Kusuma, J. (2010) "Acquisition of Action Potentials with Ultra-Low Sampling Rates," Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Buenos Aires, Argentina, 31 August - 4 September 2010. [PDF]

Jarzebowski, J., Srinivasan, L. and Coleman, T. (2008) "Using Stochastic Control with Data Compression Perspectives to Enhance P300 Neural Communication Prostheses," Invited Paper, IEEE Information Theory Workshop (ITW) , Porto, Portugal, May 5-9, 2008. [PDF]

Srinivasan, L. and Brown, E.N., "Dynamic-goal state equations for tracking reaching movements using neural signals," First IEEE RAS-EMBS International Conference on Biomedical Robotics and Biomechatronics, Feb. 2006. [PDF]

Srinivasan, L., Eden, U.T., Willsky, A.S., Brown, E.N. "Goal-directed state equation for tracking reaching movements using neural signals," 2nd International IEEE EMBS Conference on Neural Engineering, Mar. 2005. [PDF]



Srinivasan L, Asaad W, Gale J, Eskandar E (2007) Role of human dorsal anterior cingulate cortex in anticipatory versus reactive movements. Society for Neuroscience Annual Meeting, San Diego, Nov. 2007.

Jarzebowski J, Srinivasan L, Coleman T (2007) A stochastic control approach to variable length menus in P300 neural communication prostheses. Society for Neuroscience Annual Meeting, San Diego, Nov. 2007.

Srinivasan L, Mitter SK, Brown EN, Hatsopoulos N. Structure of target position representation in dorsal premotor cortex (PMD) before reaching movements. Engineering Principles in Biological Systems Conference, Cold Spring Harbor Laboratory, Dec. 2006.

Srinivasan L, Mitter SK, Brown EN, Hatsopoulos N. Structure of delay period target representation in premotor dorsal cortex (PMd). Society for Neuroscience Annual Meeting, Nov. 2006. [PDF]

Srinivasan, L., Eden, U.T., Mitter, S.K., Brown, E.N. "Hybrid Discrete/Continuous Models of Brain Dynamics: Estimation from Spikes," 3rd Computational and Systems Neuroscience (COSYNE) Conference, Mar. 2006. [PDF]