lyncean talk 2012 · mean cv aaa bbbbcccc aaabbbbcccc 0 f.r. (hz) 35 reps stim. 5khz 0.5s 0 f.r....

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Learning improves encoding of behaviorally relevant categories

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Page 1: Lyncean Talk 2012 · Mean CV AAA BBBBCCCC AAABBBBCCCC 0 F.R. (Hz) 35 Reps Stim. 5kHz 0.5s 0 F.R. (Hz) 75 Reps Stim. 5kHz 0.5s Motif Type Motif Type CLM CMM b a c Fig. 4 Fig. 4. Context

Learning  improves  encoding  of  behaviorally  relevant  categories  

Page 2: Lyncean Talk 2012 · Mean CV AAA BBBBCCCC AAABBBBCCCC 0 F.R. (Hz) 35 Reps Stim. 5kHz 0.5s 0 F.R. (Hz) 75 Reps Stim. 5kHz 0.5s Motif Type Motif Type CLM CMM b a c Fig. 4 Fig. 4. Context

Jeanne  in  revision  

Page 3: Lyncean Talk 2012 · Mean CV AAA BBBBCCCC AAABBBBCCCC 0 F.R. (Hz) 35 Reps Stim. 5kHz 0.5s 0 F.R. (Hz) 75 Reps Stim. 5kHz 0.5s Motif Type Motif Type CLM CMM b a c Fig. 4 Fig. 4. Context

Behavioral  Response  modula6on  differs  across  CM  

Jeanne  unpublished  

Page 4: Lyncean Talk 2012 · Mean CV AAA BBBBCCCC AAABBBBCCCC 0 F.R. (Hz) 35 Reps Stim. 5kHz 0.5s 0 F.R. (Hz) 75 Reps Stim. 5kHz 0.5s Motif Type Motif Type CLM CMM b a c Fig. 4 Fig. 4. Context

CM  neurons  respond  to  learned  mo6fs  

Jeanne  in  revision  

Page 5: Lyncean Talk 2012 · Mean CV AAA BBBBCCCC AAABBBBCCCC 0 F.R. (Hz) 35 Reps Stim. 5kHz 0.5s 0 F.R. (Hz) 75 Reps Stim. 5kHz 0.5s Motif Type Motif Type CLM CMM b a c Fig. 4 Fig. 4. Context

Behavioral  Response  modula6on  differs  across  CM  

Jeanne  unpublished  

Page 6: Lyncean Talk 2012 · Mean CV AAA BBBBCCCC AAABBBBCCCC 0 F.R. (Hz) 35 Reps Stim. 5kHz 0.5s 0 F.R. (Hz) 75 Reps Stim. 5kHz 0.5s Motif Type Motif Type CLM CMM b a c Fig. 4 Fig. 4. Context

E   E  A   C  

Informa6ve  (ABCD)  Uninforma6ve  (EFGH)  Novel  (IJKL)  

Jeanne  in  review  

Mo6f  A  or  B  

Response  1   food  

Response  2   food  

Mo6f  C  or  D  

CM  represents  the  task-­‐relevant  components  of  song,    by  encoding  their  acous6cs  and  the  differen6al  behaviors  that  these  acous6cs  signal.    

Page 7: Lyncean Talk 2012 · Mean CV AAA BBBBCCCC AAABBBBCCCC 0 F.R. (Hz) 35 Reps Stim. 5kHz 0.5s 0 F.R. (Hz) 75 Reps Stim. 5kHz 0.5s Motif Type Motif Type CLM CMM b a c Fig. 4 Fig. 4. Context

A A A B B B B C C C C

A A A B B B B C C C C

0

35

F.R

. (H

z)

Reps

Stim.5kHz0.5s

0

75

F.R

. (H

z)

Reps

Stim.5kHz0.5s

Motif

Type

Motif

Type

CL

MC

MM

b

a

c

Fig. 4

Fig. 4. Context dependence of CLM and CMM responses to repeated motifs. (a)

Response of an example CLM neuron to a single song illustrating context depen-

dence to repeated motifs. Motif types are denoted as letters below the spectrograms.

Motifs of the same type were judged to be acoustically similar for the purposes of the

context dependence analysis (Materials and Methods). (b) Response of an example

CMM neuron to the same song, as in (a). (c) Distribution of mean coefficient of varia-

tion (CV) across repeated motifs for all CLM and CMM neurons. The CV is computed

from the firing rates across each sequence of repeated motifs and averaged for each

neuron. Higher CV values indicate greater context dependence.

0 0.5 1

0

0.1

0.2

0.3

0.4

Fra

c.

of

Ne

uro

ns

Mean CV

A A A B B B B C C C C

A A A B B B B C C C C

0

35

F.R

. (H

z)

Reps

Stim.5kHz0.5s

0

75

F.R

. (H

z)

Reps

Stim.5kHz0.5s

Motif

Type

Motif

Type

CLM

CM

M

b

a

c

Fig. 4

Fig. 4. Context dependence of CLM and CMM responses to repeated motifs. (a)

Response of an example CLM neuron to a single song illustrating context depen-

dence to repeated motifs. Motif types are denoted as letters below the spectrograms.

Motifs of the same type were judged to be acoustically similar for the purposes of the

context dependence analysis (Materials and Methods). (b) Response of an example

CMM neuron to the same song, as in (a). (c) Distribution of mean coefficient of varia-

tion (CV) across repeated motifs for all CLM and CMM neurons. The CV is computed

from the firing rates across each sequence of repeated motifs and averaged for each

neuron. Higher CV values indicate greater context dependence.

0 0.5 1

0

0.1

0.2

0.3

0.4

Fra

c. of N

euro

ns

Mean CV

Context  dependence  of  CLM  and  CMM  responses  to  repeated  mo6fs.    

Jeanne  et  al  2011