Single neurons were recorded from both the first and last cortical stations of the visual system of monkeys to study mechanisms underlying visual perception and memory. Neurons in both these regions, striate cortex and inferior temporal cortex, showed different temporal sequences of action potentials in response to different visual stimulus patterns. Analysis of the responses of these neurons as if they were information carriers in communications channels revealed that different temporal patterns of neuronal activity conveyed different information about stimulus features. In both these cortical regions, several (3-6) simultaneous, independent temporal patterns were needed to represent the modulation of the stimulus driven neuronal activity. A code made up of three simultaneous temporal patterns conveyed twice as much information about the stimulus as a more traditional measure of the response, the number of action potentials. This suggests a new hypothesis about visual processing, the multiplex-filter hypothesis: visual system neurons act as if they transmit several simultaneous or multiplexed messages describing the stimulus. In a test of this hypothesis, the responses of complex cells from striate cortex were characterized using a small set (16) of one-dimensional basic stimuli. A computer simulation of neuronal responsiveness based on the multiplex-filter hypothesis successfully predicted the actual temporally modulated responses of these neurons to 44 other one-dimensional patterns.

Agency
National Institute of Health (NIH)
Institute
National Institute of Mental Health (NIMH)
Type
Intramural Research (Z01)
Project #
1Z01MH002032-10
Application #
3968503
Study Section
Project Start
Project End
Budget Start
Budget End
Support Year
10
Fiscal Year
1986
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
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
Richmond, B (2001) Neuroscience. Information coding. Science 294:2493-4
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

Showing the most recent 10 out of 13 publications