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Perceptual Coherence : Hearing and Seeing

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Transformation of Sensory Information Into <strong>Perceptual</strong> Information 33<br />

Table 2.2 Spikes Resulting From the Presentation of Tones Composed of<br />

One to Four Frequency Components<br />

Time<br />

Frequency 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15<br />

F 1 X X X X X X<br />

F 2 X X X X X X X<br />

F 3 X X X X X X X X X X<br />

F 4 X X X X X X<br />

Spike * * * *<br />

16 17 18 19 20 21 22 23 24 25 26 27 28 29 30<br />

F 1 X X X X X X X X X<br />

F 2 X X X X X X X<br />

F 3 X X X X X X X<br />

F 4 X X X X X X X<br />

Spike * * * *<br />

31 32 33 34 35 36 37 38 39 40 41 42 43 44 45<br />

F 1 X X X X X X<br />

F 2 X X X X X X<br />

F 3 X X X X X X X X X<br />

F 4 X X X X X X X X<br />

Spike * * * * * *<br />

46 47 48 49 50 51 52 53 54 55 56 57 58 59 60<br />

F 1 X X X X X X X X X<br />

F 2 X X X X X X<br />

F 3 X X X X X X X<br />

F 4 X X X X X X X<br />

Spike * * * * *<br />

a realistic stimulus input, <strong>and</strong> then calculating the output of the simulated<br />

receptive field. We then correlate the simulated response to that of the actual<br />

neural receptive field using the identical input.<br />

Suppose we manipulate the receptive field, moving the inhibitory region<br />

relative to the excitatory region, as shown in figure 2.3 by 20 ms. Assume<br />

that only the F 2 <strong>and</strong> F 3 frequencies are presented, each at 100 units.<br />

In the gray region, the probability of response is .25 (resting rate); in the<br />

black inhibitory region the probability is 0.1; <strong>and</strong> in the white excitatory<br />

region the probability is .9. Now imagine that we are measuring the output<br />

of the cell starting at the onset of the tones. The response rates are shown<br />

in table 2.4.<br />

At the tones onset, the cell fires at its base rate to any frequency.<br />

Then from 10 ms to 20 ms, F 2 hits the excitation region before F 3 hits the

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