Matthew Kaufman on Neural Population Dynamics and Decision Making [23415]: (PDF), (PDF), (PDF), (PDF), (PDF), (SLIDES), (AUDIO),

References

[1]   M. M. Churchland, J. P. Cunningham, M. T. Kaufman, J. D. Foster, P. Nuyujukian, S. I. Ryu, and K. V. Shenoy. Neural population dynamics during reaching. Nature, 487(7405):51--56, 2012.

[2]   M. T. Kaufman, M. M. Churchland, S. I. Ryu, and K. V. Shenoy. Vacillation, indecision and hesitation in moment-by-moment decoding of monkey motor cortex. Elife, 4:e04677, 2015.

[3]   Matthew T. Kaufman, Mark M. Churchland, Stephen I. Ryu, and Krishna V. Shenoy. Cortical activity in the null space: permitting preparation without movement. Nature Neuroscience, 17:440--448, 2014.

[4]   D. Raposo, M. T. Kaufman, and A. K. Churchland. A category-free neural population supports evolving demands during decision-making. Nature Neuroscience, 17(12):1784--1792, 2014.

[5]   D. Sussillo, M. M. Churchland, M. T. Kaufman, and K. V. Shenoy. A neural network that finds a naturalistic solution for the production of muscle activity. Nature Neuroscience, 18(7):1025--1033, 2015.