Prediction of a Go/No-go decision from single-trial activities of multiple neurons in monkey superior colliculus

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4985 LNCS, Issue PART 2, 2008, Pages 997-1006

  Hasegawa, Ryohei P ^a,b   Hasegawa, Yukako T ^a,b   Segraves, Mark A ^b  

^a NATIONAL INSTITUTE OF ADVANCED INDUSTRIAL SCIENCE AND TECHNOLOGY AIST   (Japan)

^b NORTHWESTERN UNIVERSITY   (United States)

Author keywords

Brain machine interface; Decision making; Go no go; Prediction; Saccade; Superior colliculus

Indexed keywords

EYE MOVEMENTS; FORECASTING; MATHEMATICAL TRANSFORMATIONS; MILITARY OPERATIONS; NEURONS; PROBLEM SOLVING; REGRESSION ANALYSIS;

BEHAVIORAL OUTCOMES; COGNITIVE TASKS; DECISION FUNCTIONS; GO/NO-GO; MACHINE INTERFACES; MULTIPLE NEURONS; MULTIPLE REGRESSIONS; NEURAL ACTIVITIES; NEURON ACTIVITIES; PREDICTION; SACCADE; SMALL GROUPS; SUPERIOR COLLICULUS;

DECISION MAKING;

EID: 54049127797     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-69162-4_104     Document Type: Conference Paper

References (31)

1. Hasegawa, R.P., Hasegawa, Y.T., Segraves, M.A.: Single trial-based prediction of a go/nogo decision in monkey superior colliculus. Neural Netw 19, 1223-1232 (2006)
2. Sparks, D.L.: The brainstem control of saccadic eye movements. Nat. Rev. Neurosci. 3, 952-964 (2002)
3. Horwitz, G.D., Newsome, W.T.: Separate signals for target selection and movement specification in the superior colliculus. Science 284, 1158-1161 (1999)
4. Ratcliff, R., Cherian, A., Segraves, M.: A comparison of macaque behavior and superior colliculus neuronal activity to predictions from models of two-choice decisions. J. Neurophysiol. 90, 1392-1407 (2003)
5. Ratcliff, R., Hasegawa, Y.T., Hasegawa, R.P., Smith, P.L., Segraves, M.A.: Dual diffusion model for single-cell recording data from the superior colliculus in a brightness-discrimination task. J. Neurophysiol. 97, 1756-1774 (2007)
6. Segraves, M.A., Goldberg, M.E.: Functional properties of corticotectal neurons in the monkey's frontal eye field. J. Neurophysiol. 58, 1387-1419 (1987)
7. Hanes, D.P., Wurtz, R.H.: Interaction of the frontal eye field and superior colliculus for saccade generation. J. Neurophysiol. 85, 804-815 (2001)
8. Sommer, M.A., Wurtz, R.H.: A pathway in primate brain for internal monitoring of movements. Science 296, 1480-1482 (2002)
9. Helminski, J.O., Segraves, M.A.: Macaque frontal eye field input to saccade-related neurons in the superior colliculus. J. Neurophysiol. 90, 1046-1062 (2003)
10. Schall, J.D.: Neural basis of deciding, choosing and acting. Nat. Rev. Neurosci. 2, 33-42 (2001)
11. Leon, M.I., Shadlen, M.N.: Exploring the neurophysiology of decisions. Neuron 21, 669-672 (1998)
12. Hasegawa, R., Sawaguchi, T., Kubota, K.: Monkey prefrontal neuronal activity coding the forthcoming saccade in an oculomotor delayed matching-to-sample task. J. Neurophysiol. 79, 322-333 (1998)
13. Hasegawa, R.P., Matsumoto, M., Mikami, A.: Search target selection in monkey prefrontal cortex. J. Neurophysiol. 84, 1692-1696 (2000)
14. Hasegawa, R.P., Blitz, A.M., Geller, N.L., Goldberg, M.E.: Neurons in monkey prefrontal cortex that track past or predict future performance. Science 290, 1786-1789 (2000)
15. Hasegawa, R.P., Peterson, B.W., Goldberg, M.E.: Prefrontal Neurons Coding Suppression of Specific Saccades. Neuron 43, 415-425 (2004)
16. Crist, C.F., Yamasaki, D.S., Komatsu, H., Wurtz, R.H.: A grid system and a microsyringe for single cell recording. J. Neurosci. Methods 26, 117-122 (1988)
17. Basso, M.A., Wurtz, R.H.: Modulation of neuronal activity in superior colliculus by changes in target probability. J. Neurosci. 18, 7519-7534 (1998)
18. Glimcher, P.W., Sparks, D.L.: Movement selection in advance of action in the superior colliculus. Nature 355, 542-545 (1992)
19. Munoz, D.P., Wurtz, R.H.: Saccade-related activity in monkey superior colliculus. I. J. Neurophysiol. 73, 2313-2333 (1995)
20. Hays, A., Richmond, B., Optican, L.: A UNIX-based multiple process system for real-time data acquisition and control. In: WESCON Conf. Proc., vol. 2, pp. 1-10 (1982)
21. Richmond, B.J., Optican, L.M., Podell, M., Spitzer, H.: Temporal encoding of two-dimensional patterns by single units in primate inferior temporal cortex. I. Response characteristics. J. Neurophysiol. 57, 132-146 (1987)
22. McPeek, R.M., Keller, E.L.: Saccade target selection in the superior colliculus during a visual search task. J. Neurophysiol. 88, 2019-2034 (2002)
23. Krauzlis, R., Dill, N.: Neural correlates of target choice for pursuit and saccades in the primate superior colliculus. Neuron 35, 355-363 (2002)
24. Munoz, D.P., Everling, S.: Look away: the anti-saccade task and the voluntary control of eye movement. Nat. Rev. Neurosci. 5, 218-228 (2004)
25. Pare, M., Hanes, D.P.: Controlled movement processing: superior colliculus activity associated with countermanded saccades. J. Neurosci. 23, 6480-6489 (2003)
26. Wessberg, J., Stambaugh, C.R., Kralik, J.D., Beck, P.D., Laubach, M., Chapin, J.K., Kim, J., Biggs, S.J., Srinivasan, M.A., Nicolelis, M.A.: Real-time prediction of hand trajectory by ensembles of cortical neurons in primates. Nature 408, 361-365 (2000)
27. Taylor, D.M., Tillery, S.I., Schwartz, A.B.: Direct cortical control of 3D neuroprosthetic devices. Science 296, 1829-1832 (2002)
28. Serruya, M.D., Hatsopoulos, N.G., Paninski, L., Fellows, M.R., Donoghue, J.P.: Instant neural control of a movement signal. Nature 416, 141-142 (2002)
29. Wolpaw, J.R., McFarland, D.J.: Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans. Proc. Natl. Acad. Sci. USA 101, 5430-17849 (2004)
30. Morrow, M.M., Miller, L.E.: Prediction of muscle activity by populations of sequentially recorded primary motor cortex neurons. J. Neurophysiol. 89, 2279-2288 (2003)
31. Koike, Y., Hirose, H., Sakurai, Y., Iijima, T.: Prediction of arm trajectory from a small number of neuron activities in the primary motor cortex. Neurosci. Res. 55, 146-153 (2006)