Impact of network topology on decision-making

Neural Networks

Volumn 22, Issue 1, 2009, Pages 30-40

  Lu, Suojun ^a   Fang, Jian'an ^a   Guo, Aike ^b   Peng, Yueqing ^b  

^a DONGHUA UNIVERSITY   (China)

^b Shanghai Jiao Tong University Affiliated Sixth People s Hospital   (China)

Author keywords

Complex network; Decision making; Recurrent model; Scale free; Small world

Indexed keywords

COMPLEX NETWORK; DECISION-MAKING; RECURRENT MODEL; SCALE-FREE; SMALL-WORLD;

ELECTRIC NETWORK TOPOLOGY; RANDOM PROCESSES; TOPOLOGY;

METROPOLITAN AREA NETWORKS;

ARTICLE; BEHAVIOR; BRAIN; COGNITION; DECISION MAKING; NERVE CELL LESION; NERVE CELL NETWORK; NOISE; PRIORITY JOURNAL; SIMULATION; TASK PERFORMANCE;

ACTION POTENTIALS; ALGORITHMS; CEREBRAL CORTEX; COGNITION; DECISION MAKING; HUMANS; NERVE NET; NEURAL NETWORKS (COMPUTER); NEURONS; REACTION TIME;

EID: 58249083748     PISSN: 08936080     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neunet.2008.09.012     Document Type: Article

References (31)

1. Albert R., and Barabasi A.L. Statistical mechanics of complex networks. Reviews of Modern Physics 74 (2002) 47-97
2. Albert R., Jeong H., and Barabasi A.L. Error and attack tolerance of complex networks. Nature 406 (2000) 378-382
3. Amit D.J., and Brunel N. Model of global spontaneous activity and local structured activity during delay periods in the cerebral cortex. Cerebral Cortex 7 (1997) 237-252
4. Barabasi A.L., and Albert R. Emergence of scaling in random networks. Science 286 (1999) 509-512
5. Boccaletti S., Latora V., Moreno Y., Chavez M., and Hwang D.U. Complex networks: Structure and dynamics. Physics Report 424 (2006) 175-308
6. Bogacz R. Optimal decision-making theories: Linking neurobiology with behaviour. Trends in Cognnatiue Sciences 11 (2007) 118-125
7. Bogacz R., Brown E., Moehlis J., Holmes P., and Cohen J.D. The physics of optimal decision making: A formal analysis of models of performance in two-alternative forced-choice tasks. Psychological Review 113 (2006) 700-765
8. Britten K.H., Shadlen M.N., Newsome W.T., and Movshon J.A. Responses of neurons in macaque MT to stochastic motion signals. Visual Neuroscience 10 (1993) 1157-1169
9. Ditterich J. Evidence for time-variant decision making. European Journal of Neuroscience 24 (2006) 3628-3641
10. Durstewitz D., Seamans J.K., and Sejnowski T.J. Neurocomputational models of working memory. Natural Neuroscience 3 Suppl (2000) 1184-1191
11. Ganguli S., Bisley J.W., Roitman J.D., Shadlen M.N., Goldberg M.E., and Miller K.D. One-dimensional dynamics of attention and decision making in LIP. Neuron 58 (2008) 15-25
12. Glimcher P.W. The neurobiology of visual-saccadic decision making. Annual Review of Neuroscience 26 (2003) 133-179
13. Humphries M.D., Gurney K., and Prescott T.J. The brainstem reticular formation is a small-world, not scale-free, network. Proceedings of the Royal Society of London. Series B-Biological Sciences 273 (2006) 503-511
14. Machens C.K., Romo R., and Brody C.D. Flexible control of mutual inhibition: A neural model of two-interval discrimination. Science 307 (2005) 1121-1124
15. Mazurek M.E., Roitman J.D., Ditterich J., and Shadlen M.N. A role for neural integrators in perceptual decision making. Cerebral Cortex 13 (2003) 1257-1269
16. Newman M.E.J. The structure and function of complex networks. SIAM Review 45 (2003) 167-256
17. Newsome W.T., Britten K.H., and Movshon J.A. Neuronal correlates of a perceptual decision. Nature 341 (1989) 52-54
18. Parker A.J., and Newsome W.T. Sense and the single neuron: Probing the physiology of perception. Annual Review of Neuroscience 21 (1998) 227-277
19. Platt M.L. Neural correlates of decisions. Current Opinion Neurobiology 12 (2002) 141-148
20. Roitman J.D., and Shadlen M.N. Response of neurons in the lateral intraparietal area during a combined visual discrimination reaction time task. Journal of Neuroscience 22 (2002) 9475-9489
21. Romo R., and Salinas E. Touch and go: Decision-making mechanisms in somatosensation. Annual Review of Neuroscience 24 (2001) 107-137
22. Romo R., and Salinas E. Flutter discrimination: Neural codes, perception, memory and decision making. Nature Review Neuroscience 4 (2003) 203-218
23. Schall J.D. Neural basis of deciding, choosing and acting. Natural Review Neuroscience 2 (2001) 33-42
24. Shadlen M.N., and Newsome W.T. Motion perception: Seeing and deciding. Proceedings of the National Academy of Sciences of the USA 93 (1996) 628-633
25. Shadlen M.N., and Newsome W.T. Neural basis of a perceptual decision in the parietal cortex (area LIP) of the rhesus monkey. Journal of Neurophysiology 86 (2001) 1916-1936
26. Smith P.L., and Ratcliff R. Psychology and neurobiology of simple decisions. Trends in Neurosciences 27 (2004) 161-168
27. Sugrue L.P., Corrado G.S., and Newsome W.T. Choosing the greater of two goods: Neural currencies for valuation and decision making. Nature Review Neuroscience 6 (2005) 363-375
28. Usher M., and McClelland J.L. The time course of perceptual choice: The leaky, competing accumulator model. Psychological Review 108 (2001) 550-592
29. Wang X.J. Probabilistic decision making by slow reverberation in cortical circuits. Neuron 36 (2002) 955-968
30. Watts D.J., and Strogatz S.H. Collective dynamics of 'small-world' networks. Nature 393 (1998) 440-442
31. Wong K.F., and Wang X.J. A recurrent network mechanism of time integration in perceptual decisions. Journal of Neuroscience 26 (2006) 1314-1328