We are recording from single neurons in the visual system of monkeys in the attempt to uncover the neuronal mechanisms underlying visual perception and visual recognition. One set of experiments carried out of neurons of inferior temporal cortex has shown that changing the attentional or cognitive demand of visual tasks changes the neuronal responses to a visual stimulus. For example, when the task was made more difficult so that the monkey committed more errors, the neuronal responses to the stimulus were increased. Also, neuronal responses to the stimulus differed depending on whether the animal was discriminating it from another on the basis of its texture or shape. In a second set of experiments, involving recording from single neurons of both inferior temporal and striate cortex, different visual stimuli were found to yield different temporal sequences of action potentials. We have developed quantitative techniques to identify which features of this temporal modulation are significant in carrying messages about stimuli. As a result, we have now been able to analyze the neuron as a communication channel carrying encoded information in the sequence of action potentials. The analysis showed that with a code that makes use of temporal modulation the neurons transmits twice as much information as when the code uses only the number of action potentials. The number of action potentials is not correlated with the information transmitted.

Agency
National Institute of Health (NIH)
Institute
National Institute of Mental Health (NIMH)
Type
Intramural Research (Z01)
Project #
1Z01MH002032-09
Application #
4696435
Study Section
Project Start
Project End
Budget Start
Budget End
Support Year
9
Fiscal Year
1985
Total Cost
Indirect Cost
Name
U.S. National Institute of Mental Health
Department
Type
DUNS #
City
State
Country
United States
Zip Code
Nakahara, Hiroyuki; Amari, Shun-ichi; Richmond, Barry J (2006) A comparison of descriptive models of a single spike train by information-geometric measure. Neural Comput 18:545-68
Shidara, Munetaka; Richmond, Barry J (2005) Effect of visual noise on pattern recognition. Exp Brain Res 163:239-41
Richmond, Barry; Wiener, Matthew (2004) Recruitment order: a powerful neural ensemble code. Nat Neurosci 7:97-8
Wiener, Matthew C; Richmond, Barry J (2003) Decoding spike trains instant by instant using order statistics and the mixture-of-Poissons model. J Neurosci 23:2394-406
Wiener, Matthew C; Richmond, Barry J (2002) Model based decoding of spike trains. Biosystems 67:295-300
Shidara, Munetaka; Richmond, Barry J (2002) Anterior cingulate: single neuronal signals related to degree of reward expectancy. Science 296:1709-11
Richmond, B (2001) Neuroscience. Information coding. Science 294:2493-4
Wiener, M C; Oram, M W; Liu, Z et al. (2001) Consistency of encoding in monkey visual cortex. J Neurosci 21:8210-21
Oram, M W; Hatsopoulos, N G; Richmond, B J et al. (2001) Excess synchrony in motor cortical neurons provides redundant direction information with that from coarse temporal measures. J Neurophysiol 86:1700-16
Liu, Z; Murray, E A; Richmond, B J (2000) Learning motivational significance of visual cues for reward schedules requires rhinal cortex. Nat Neurosci 3:1307-15

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