diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..07f43b8
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1 @@
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diff --git a/cite.bib b/cite.bib
index 2c7559f..44e88a1 100644
--- a/cite.bib
+++ b/cite.bib
@@ -706,6 +706,17 @@
publisher={Springer}
}# Cited
+@article{stumpner1991auditory,
+ title={Auditory interneurones in the metathoracic ganglion of the grasshopper Chorthippus biguttulus: I. Morphological and physiological characterization},
+ author={Stumpner, Andreas and Ronacher, Bernhard},
+ journal={Journal of Experimental Biology},
+ volume={158},
+ number={1},
+ pages={391--410},
+ year={1991},
+ publisher={The Company of Biologists Ltd}
+}# Cited
+
@article{stumpner1994song,
title={{Song production and song recognition in a group of sibling grasshopper species (Chorthippus dorsatus, Ch. dichrous and Ch. loratus: Orthoptera, Acrididae)}},
author={Stumpner, Andreas and von Helversen, Otto},
@@ -715,6 +726,17 @@
year={1994},
}# Cited
+@article{stumpner1994neurophysiological,
+ title={Neurophysiological aspects of song pattern recognition and sound localization in grasshoppers},
+ author={Stumpner, Andreas and Ronacher, Bernhard},
+ journal={American zoologist},
+ volume={34},
+ number={6},
+ pages={696--705},
+ year={1994},
+ publisher={Oxford University Press UK}
+}
+
@article{suga1960peripheral,
title={Peripheral mechanism of hearing in locust},
author={Suga, Nobuo},
diff --git a/literature/Stumpner_Ronacher_1994.pdf b/literature/Stumpner_Ronacher_1994.pdf
new file mode 100644
index 0000000..ab3a69b
Binary files /dev/null and b/literature/Stumpner_Ronacher_1994.pdf differ
diff --git a/main.aux b/main.aux
index 8d60e5b..f554375 100644
--- a/main.aux
+++ b/main.aux
@@ -1,5 +1,8 @@
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\abx@aux@refcontext{nyt/global//global/global}
\abx@aux@cite{0}{helversen1972gesang}
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diff --git a/main.bbl b/main.bbl
index 2f86c18..3536320 100644
--- a/main.bbl
+++ b/main.bbl
@@ -1951,19 +1951,19 @@
\range{pages}{10}
\endentry
\entry{stumpner1994song}{article}{}
- \name{author}{2}{}{%
+ \name{author}{2}{ul=2}{%
{{un=0,uniquepart=base,hash=a7bef35fb61ea64e0f04d6c87e5aa622}{%
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familyi={S\bibinitperiod},
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giveni={A\bibinitperiod},
givenun=0}}%
- {{un=0,uniquepart=base,hash=ecb958a09c71420bd1e10f3fee8c24ac}{%
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given={Otto},
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prefixun=0}}%
@@ -1987,6 +1987,44 @@
\field{pages}{1\bibrangedash 23}
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+ \name{author}{2}{ul=2}{%
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+ familyi={R\bibinitperiod},
+ given={Bernhard},
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+ givenun=0}}%
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+ \field{number}{1}
+ \field{title}{Auditory interneurones in the metathoracic ganglion of the grasshopper Chorthippus biguttulus: I. Morphological and physiological characterization}
+ \field{volume}{158}
+ \field{year}{1991}
+ \field{pages}{391\bibrangedash 410}
+ \range{pages}{20}
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\name{author}{1}{}{%
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diff --git a/main.bcf b/main.bcf
index 4890e77..41d0a53 100644
--- a/main.bcf
+++ b/main.bcf
@@ -2431,6 +2431,10 @@
fisch2012channel
hildebrandt2009origin
clemens2010intensity
+ ronacher1986routes
+ bauer1987separate
+ bhavsar2017brain
+ stumpner1991auditory
diff --git a/main.bcf-SAVE-ERROR b/main.bcf-SAVE-ERROR
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- cite.bib
-
-
diff --git a/main.blg b/main.blg
index 2ace190..dbf97cd 100644
--- a/main.blg
+++ b/main.blg
@@ -1,70 +1,71 @@
[0] Config.pm:307> INFO - This is Biber 2.19
[0] Config.pm:310> INFO - Logfile is 'main.blg'
-[34] biber:340> INFO - === Mi Feb 11, 2026, 16:04:58
-[41] Biber.pm:419> INFO - Reading 'main.bcf'
-[68] Biber.pm:979> INFO - Found 54 citekeys in bib section 0
+[35] biber:340> INFO - === Do Feb 12, 2026, 15:55:36
+[42] Biber.pm:419> INFO - Reading 'main.bcf'
+[69] Biber.pm:979> INFO - Found 55 citekeys in bib section 0
[74] Biber.pm:4419> INFO - Processing section 0
[78] Biber.pm:4610> INFO - Looking for bibtex file 'cite.bib' for section 0
[80] bibtex.pm:1713> INFO - LaTeX decoding ...
-[109] bibtex.pm:1519> INFO - Found BibTeX data source 'cite.bib'
-[281] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized'
-[281] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable'
-[281] Biber.pm:4239> INFO - Sorting list 'nyt/global//global/global' of type 'entry' with template 'nyt' and locale 'en-US'
-[281] Biber.pm:4245> INFO - No sort tailoring available for locale 'en-US'
-[303] bbl.pm:660> INFO - Writing 'main.bbl' with encoding 'UTF-8'
-[313] bbl.pm:763> INFO - Output to main.bbl
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 10, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 21, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 38, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 49, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 58, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 73, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 82, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 91, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 100, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 109, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 118, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 127, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 136, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 157, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 178, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 187, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 196, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 207, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 218, warning: 6 characters of junk seen at toplevel
-[313] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 229, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 240, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 249, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 258, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 269, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 278, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 289, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 300, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 309, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 328, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 337, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 400, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 419, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 428, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 437, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 456, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 491, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 526, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 535, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 556, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 565, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 576, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 587, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 619, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 648, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 658, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 667, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 688, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 709, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 718, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 727, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 744, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 753, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 778, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_y05O/347c261ec4135a5723bef5c751f5078f_138527.utf8, line 795, warning: 6 characters of junk seen at toplevel
-[314] Biber.pm:133> INFO - WARNINGS: 54
+[110] bibtex.pm:1519> INFO - Found BibTeX data source 'cite.bib'
+[282] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable'
+[282] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized'
+[282] Biber.pm:4239> INFO - Sorting list 'nyt/global//global/global' of type 'entry' with template 'nyt' and locale 'en-US'
+[282] Biber.pm:4245> INFO - No sort tailoring available for locale 'en-US'
+[304] bbl.pm:660> INFO - Writing 'main.bbl' with encoding 'UTF-8'
+[314] bbl.pm:763> INFO - Output to main.bbl
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 10, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 21, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 38, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 49, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 58, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 73, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 82, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 91, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 100, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 109, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 118, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 127, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 136, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 157, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 178, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 187, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 196, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 207, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 218, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 229, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 240, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 249, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 258, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 269, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 278, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 289, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 300, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 309, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 328, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 337, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 400, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 419, warning: 6 characters of junk seen at toplevel
+[314] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 428, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 437, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 456, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 491, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 526, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 535, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 556, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 565, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 576, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 587, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 619, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 648, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 658, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 667, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 688, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 709, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 720, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 729, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 749, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 766, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 775, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 800, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_kvhD/347c261ec4135a5723bef5c751f5078f_27267.utf8, line 817, warning: 6 characters of junk seen at toplevel
+[315] Biber.pm:133> INFO - WARNINGS: 55
diff --git a/main.fdb_latexmk b/main.fdb_latexmk
index 14b2445..2408b6f 100644
--- a/main.fdb_latexmk
+++ b/main.fdb_latexmk
@@ -1,14 +1,14 @@
# Fdb version 4
-["biber main"] 1770822298.23951 "main.bcf" "main.bbl" "main" 1770822377.68945 0
- "cite.bib" 1770643506.04124 26738 a3ecf998ef3fd04ce34f87829707ecb5 ""
- "main.bcf" 1770822377.6415 112636 ed1c2081e91b30dff1dc7040d84b8374 "pdflatex"
+["biber main"] 1770908135.92672 "main.bcf" "main.bbl" "main" 1770909740.85496 0
+ "cite.bib" 1770904753.08918 27483 4290db0c91f7b5055e25472ef913f6b4 ""
+ "main.bcf" 1770909740.80982 112931 2a478116d80ebb1ada7083a24facd6e3 "pdflatex"
(generated)
"main.bbl"
"main.blg"
(rewritten before read)
-["pdflatex"] 1770822376.87226 "/home/hartling/phd/paper/paper_2025/main.tex" "main.pdf" "main" 1770822377.68966 0
+["pdflatex"] 1770909740.04415 "/home/hartling/phd/paper/paper_2025/main.tex" "main.pdf" "main" 1770909740.85516 0
"/etc/texmf/web2c/texmf.cnf" 1761560044.43676 475 c0e671620eb5563b2130f56340a5fde8 ""
- "/home/hartling/phd/paper/paper_2025/main.tex" 1770822376.79351 37182 825845e9a021bafdd9886a5b499d79fd ""
+ "/home/hartling/phd/paper/paper_2025/main.tex" 1770909739.95483 39127 a7cd2ca5121e6f89fb995bfcbb00bb76 ""
"/usr/share/texlive/texmf-dist/fonts/map/fontname/texfonts.map" 1577235249 3524 cb3e574dea2d1052e39280babc910dc8 ""
"/usr/share/texlive/texmf-dist/fonts/tfm/public/amsfonts/cmextra/cmex7.tfm" 1246382020 1004 54797486969f23fa377b128694d548df ""
"/usr/share/texlive/texmf-dist/fonts/tfm/public/amsfonts/cmextra/cmex8.tfm" 1246382020 988 bdf658c3bfc2d96d3c8b02cfc1c94c20 ""
@@ -19,6 +19,7 @@
"/usr/share/texlive/texmf-dist/fonts/tfm/public/cm/cmbx10.tfm" 1136768653 1328 c834bbb027764024c09d3d2bf908b5f0 ""
"/usr/share/texlive/texmf-dist/fonts/tfm/public/cm/cmbx12.tfm" 1136768653 1324 c910af8c371558dc20f2d7822f66fe64 ""
"/usr/share/texlive/texmf-dist/fonts/tfm/public/cm/cmex10.tfm" 1136768653 992 662f679a0b3d2d53c1b94050fdaa3f50 ""
+ "/usr/share/texlive/texmf-dist/fonts/tfm/public/cm/cmmi10.tfm" 1136768653 1528 abec98dbc43e172678c11b3b9031252a ""
"/usr/share/texlive/texmf-dist/fonts/tfm/public/cm/cmmi12.tfm" 1136768653 1524 4414a8315f39513458b80dfc63bff03a ""
"/usr/share/texlive/texmf-dist/fonts/tfm/public/cm/cmmi6.tfm" 1136768653 1512 f21f83efb36853c0b70002322c1ab3ad ""
"/usr/share/texlive/texmf-dist/fonts/tfm/public/cm/cmmi8.tfm" 1136768653 1520 eccf95517727cb11801f4f1aee3a21b4 ""
@@ -34,6 +35,7 @@
"/usr/share/texlive/texmf-dist/fonts/type1/public/amsfonts/cm/cmbx10.pfb" 1248133631 34811 78b52f49e893bcba91bd7581cdc144c0 ""
"/usr/share/texlive/texmf-dist/fonts/type1/public/amsfonts/cm/cmbx12.pfb" 1248133631 32080 340ef9bf63678554ee606688e7b5339d ""
"/usr/share/texlive/texmf-dist/fonts/type1/public/amsfonts/cm/cmex10.pfb" 1248133631 30251 6afa5cb1d0204815a708a080681d4674 ""
+ "/usr/share/texlive/texmf-dist/fonts/type1/public/amsfonts/cm/cmmi10.pfb" 1248133631 36299 5f9df58c2139e7edcf37c8fca4bd384d ""
"/usr/share/texlive/texmf-dist/fonts/type1/public/amsfonts/cm/cmmi12.pfb" 1248133631 36741 fa121aac0049305630cf160b86157ee4 ""
"/usr/share/texlive/texmf-dist/fonts/type1/public/amsfonts/cm/cmmi6.pfb" 1248133631 37166 8ab3487cbe3ab49ebce74c29ea2418db ""
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index fba563b..25086bb 100644
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INPUT /usr/share/texlive/texmf-dist/tex/latex/caption/caption3.sty
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INPUT /usr/share/texlive/texmf-dist/tex/latex/translations/translations-basic-dictionary-english.trsl
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INPUT /usr/share/texlive/texmf-dist/tex/latex/biblatex/lbx/english.lbx
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File: standard.bbx 2023/03/05 v3.19 biblatex bibliography style (PK/MW)
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File: l3backend-pdftex.def 2024-01-04 L3 backend support: PDF output (pdfTeX)
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Package: blx-case-expl3 2023/03/05 v3.19 expl3 case changing code for biblatex
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+
+Package biblatex Warning: 'babel/polyglossia' detected but 'csquotes' missing.
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+
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File: translations-basic-dictionary-english.trsl (english translation file `translations-basic-dictionary')
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+Package translations Info: loading dictionary `translations-basic-dictionary' for `english'. on input line 37.
+ (/usr/share/texlive/texmf-dist/tex/latex/translations/translations-basic-dictionary-german.trsl
+File: translations-basic-dictionary-german.trsl (german translation file `translations-basic-dictionary')
+)
+Package translations Info: loading dictionary `translations-basic-dictionary' for `german'. on input line 37.
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(/usr/share/texlive/texmf-dist/tex/latex/biblatex/lbx/english.lbx
File: english.lbx 2023/03/05 v3.19 biblatex localization (PK/MW)
)
+Package biblatex Info: Trying to load language 'german'...
+Package biblatex Info: ... file 'german.lbx' found.
+ (/usr/share/texlive/texmf-dist/tex/latex/biblatex/lbx/german.lbx
+File: german.lbx 2023/03/05 v3.19 biblatex localization (PK/MW)
+)
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File: umsa.fd 2013/01/14 v3.01 AMS symbols A
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(/usr/share/texlive/texmf-dist/tex/latex/amsfonts/umsb.fd
File: umsb.fd 2013/01/14 v3.01 AMS symbols B
)
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+Overfull \hbox (50.94092pt too wide) in paragraph at lines 114--145
\OT1/cmr/m/n/12 ing pri-mar-ily for in-traspe-cific com-mu-ni-ca-tion, which in-cludes mate at-trac-tion ([])
[]
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\OT1/cmr/m/n/12 and eval-u-a-tion ([]), sender lo-cal-iza-tion ([]),
[]
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+Overfull \hbox (1.14978pt too wide) in paragraph at lines 114--145
\OT1/cmr/m/n/12 courtship dis-play ([]), ri-val de-ter-rence ([]), and loss-
[]
-Overfull \hbox (18.33708pt too wide) in paragraph at lines 107--138
+Overfull \hbox (18.33708pt too wide) in paragraph at lines 114--145
\OT1/cmr/m/n/12 ally more char-ac-ter-is-tic of a species than mor-pho-log-i-cal traits ([];
[]
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[]\OT1/cmr/m/n/12 ), which can vary greatly within species ([]; []).
[]
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\OT1/cmr/m/n/12 di-rec-tional hear-ing ([]; [];
[]
[1
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\OT1/cmr/m/n/12 ab-so-lute time in-ter-vals ([]; []),
[]
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[]
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+Overfull \hbox (0.27292pt too wide) in paragraph at lines 149--206
\OT1/cmr/m/n/12 and by dif-fer-ent mech-a-nisms ([]). Ap-prox-i-mat-ing this pro-cess within
[]
[2]
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+Overfull \hbox (50.3275pt too wide) in paragraph at lines 210--271
\OT1/cmr/m/n/12 ets ([]; []) and grasshop-pers ([];
[]
@@ -725,17 +764,17 @@ Package pdftex.def Info: figures/fig_auditory_pathway.pdf , page1 used on input
LaTeX Warning: Text page 6 contains only floats.
[6 <./figures/fig_auditory_pathway.pdf>]
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+Overfull \hbox (34.84988pt too wide) in paragraph at lines 385--390
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[]
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+Overfull \hbox (4.40714pt too wide) in paragraph at lines 393--402
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[]
[7] [8]
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+Overfull \hbox (9.43962pt too wide) in paragraph at lines 511--511
[]\OT1/cmr/bx/n/17.28 Two mech-a-nisms driv-ing the emer-gence of intensity-
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diff --git a/main.pdf b/main.pdf
index 8124a60..a364d94 100644
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diff --git a/main.run.xml b/main.run.xml
index a2ccca6..9dbc22a 100644
--- a/main.run.xml
+++ b/main.run.xml
@@ -58,6 +58,7 @@
authoryear.cbx
biblatex.cfg
english.lbx
+ german.lbx
diff --git a/main.synctex.gz b/main.synctex.gz
index cf48772..878e91f 100644
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diff --git a/main.tex b/main.tex
index e450dfb..64b077f 100644
--- a/main.tex
+++ b/main.tex
@@ -10,8 +10,11 @@
\usepackage{parskip}
\usepackage{amsmath}
\usepackage{amssymb}
-\usepackage{subcaption}
+\usepackage{subcaption}
\usepackage[labelfont=bf, textfont=small]{caption}
+\usepackage[german,english]{babel}
+\addto\captionsenglish{\renewcommand{\figurename}{Fig.}}
+\addto\captionsenglish{\renewcommand{\tablename}{Tab.}}
\usepackage[separate-uncertainty=true, locale=DE]{siunitx}
\sisetup{output-exponent-marker=\ensuremath{\mathrm{e}}}
% \usepackage[capitalize]{cleveref}
@@ -66,14 +69,18 @@
\newcommand{\kf}{\omega} % Unspecific Gabor kernel frequency
\newcommand{\kp}{\phi} % Unspecific Gabor kernel phase
\newcommand{\kn}{n} % Unspecific Gabor kernel lobe number
-\newcommand{\ks}{s} % Unspecific Gabor kernel sign
+% \newcommand{\ks}{s} % Unspecific Gabor kernel sign
\newcommand{\kwi}{\kw_i} % Specific Gabor kernel width
\newcommand{\kfi}{\kf_i} % Specific Gabor kernel frequency
\newcommand{\kpi}{\kp_i} % Specific Gabor kernel phase
\newcommand{\kni}{\kn_i} % Specific Gabor kernel lobe number
-\newcommand{\ksi}{\ks_i} % Specific Gabor kernel sign
-\newcommand{\rh}{\text{RH}} % Relative Gaussian height for FWRH
+% \newcommand{\ksi}{\ks_i} % Specific Gabor kernel sign
+
+% Math shorthands - Auxiliary kernel parameters:
+\newcommand{\fsin}{f_{\text{sin}}} % Carrier frequency
+\newcommand{\rh}{h_{\text{rel}}} % Relative Gaussian height for FWRH
\newcommand{\fwrh}{\text{FWRH}} % Gaussian full-width at relative height
+\newcommand{\off}{\beta_0} % Offset for linear frequency approximation
% Math shorthands - Threshold nonlinearity:
\newcommand{\thr}{\Theta_i} % Step function threshold value
@@ -421,58 +428,62 @@ ascending neuron. We use Gabor kernels as basis functions for creating
different template patterns. An arbitrary one-dimensional, real Gabor kernel is
generated by multiplication of a Gaussian envelope and a sinusoidal carrier
\begin{equation}
- k_i(t,\,\kwi,\,\kfi,\,\kpi)\,=\,e^{-\frac{t^{2}}{2{\kwi}^{2}}}\,\cdot\,\sin(\kfi\,t\,+\,\kpi), \qquad \kfi\,=\,2\pi f_{sin}
+ k_i(t,\,\kwi,\,\kfi,\,\kpi)\,=\,e^{-\frac{t^{2}}{2{\kwi}^{2}}}\,\cdot\,\sin(\kfi\,t\,+\,\kpi), \qquad \kfi\,=\,2\pi\fsin
\label{eq:gabor}
\end{equation}
with Gaussian standard deviation or kernel width $\kwi$, carrier frequency
-$\kfi$, and carrier phase $\kpi$. Different combinations of $\kw$, $\kf$, and
-$\kp$ result in Gabor kernels with different lobe number $\kn$, which is the
-number of half-periods of the carrier that fit under the Gaussian envelope
-within reasonable limits of attenuation. These limits are a matter of
-definition, since the Gaussian function never fully decays to zero. A good
-measure is the Gaussian full-width at relative height, which can be calculated
-as
+$\kfi$, and carrier phase $\kpi$. Different combinations of $\kw$ and $\kf$
+result in Gabor kernels with different lobe number $\kn$, which is the number
+of half-periods of the carrier that fit under the Gaussian envelope within
+reasonable limits of attenuation. The interval under the Gaussian envelope that
+contains the relevant lobes of the kernel can be defined as Gaussian full-width
+measured at relative peak height $\rh$
\begin{equation}
- \fwrh(\kw,\,\rh)\,=\,2\,\cdot\,\sqrt{-2\,\ln \rh}\cdot\,\kw, \qquad \rh\,\in\,(0,\,1]
+ \fwrh(\kw,\,\rh)\,=\,2\,\cdot\,\sqrt{-2\,\cdot\,\ln \rh}\cdot\,\kw, \qquad \rh\,\in\,(0,\,1]
\end{equation}
With this, an appropriate carrier frequency $\kf$ for obtaining a Gabor kernel
-with width $\kw$ and a desired lobe number $\kn$ can be approximated as
+with width $\kw$ and desired lobe number $\kn$ can be approximated as
+% \begin{equation}
+% \kf(\kn,\,\fwrh)\,=\,\frac{0.5\,\cdot\,\kn\,+\,\off}{\fwrh}, \qquad \kn\,\geq\,2\enspace\forall\enspace \kn\,\in\,\mathbb{Z}
+% \end{equation}
\begin{equation}
- \kf(\kn,\,\fwrh)\,=\,\frac{0.5\,\cdot\,\kn\,+\,0.5}{\fwrh}
+ \kf(\kn,\,\kw,\,\rh)\,=\,\frac{\kn\,+\,\off}{4\,\cdot\,\sqrt{-2\,\cdot\,\ln \rh}}, \qquad \kn\,\geq\,2\enspace\forall\enspace \kn\,\in\,\mathbb{Z}
\end{equation}
-We restrict the Gabor kernels to be either even functions~(mirror-symmetric,
-uneven $\kn$) or odd functions~(point-symmetric, even $\kn$). Under this
-condition, phase $\kp$ is related to lobe number $\kn$ by
-\begin{equation}
- \kp(\kn,\,\ks)\,=\,0.5\,\cdot\,(1\,-\,\text{mod}[\kn,\,2]\,+\,\ks)
- \label{eq:gabor_phase}
-\end{equation}
-which results in the specific phase values shown in
-Table\,\mbox{\ref{tab:gabor_phase}}.
+where $\off$ is a small positive offset to the near-linear relationship between
+$\kf$ and $\kn$ to balance the amplitude of the $\kn$ desired lobes of the
+kernel --- which should be maximized --- against the amplitude of the
+next-outer lobes, which should not exceed the threshold value determined by
+$\rh$. For $\kn=1$, carrier frequency $\kf$ is set to zero, which results in a
+simple Gaussian kernel. Carrier phase $\kp$ determines the position of the
+kernel lobes relative to the kernel center. By setting $\kp$ to one of only
+four specific phase values~(Tab.\,\ref{tab:gabor_phases}), we restrict the
+Gabor kernels to be either even functions~(mirror-symmetric, uneven $\kn$) or
+odd functions~(point-symmetric, even $\kn$) with either positive or negative
+sign, which refers to the sign of the kernel's central lobe (even kernels) or
+the left of the two central lobes (odd kernels).
\FloatBarrier
\begin{table}[!ht]
\centering
- \captionsetup{width=.55\textwidth}
- \caption{}
+ \captionsetup{width=.46\textwidth}
+ \caption{Values of phase $\kp$ that are specific for the four major groups
+ of Gabor kernels.}
\begin{tabular}{|ccc|}
\hline
- sign $\ks$ & even $\kn$ & odd $\kn$\\
+ sign & even kernels & odd kernels\\
\hline
- +1 & $+\pi\,/\,2$ & $\pi$\\
- -1 & $-\pi\,/\,2$ & $0$\\
+ $+$ & $+\pi\,/\,2$ & $\pi$\\
+ $-$ & $-\pi\,/\,2$ & $0$\\
\hline
\end{tabular}
- \label{tab:gabor_phase}
+ \label{tab:gabor_phases}
\end{table}
\FloatBarrier
-
-
-\textbf{Stage-specific processing steps and functional approximations:}
-
-Thresholding nonlinearity in ascending neurons (or further downstream)\\
-- Binarization of AN response traces into "relevant" vs. "irrelevant"\\
-$\rightarrow$ Shifted Heaviside step-function $\nl$ (or steep sigmoid threshold?)
-%
+These four groups of Gabor kernels allow for the extraction of different types
+of signal features, such as the presence of peaks (even, $+$), troughs (even,
+$-$), onsets (odd, $+$), and offsets (odd, $-$) at various time scales.
+Following the convolutional template matching, each kernel-specific response
+$c_i(t)$ is passed through a shifted Heaviside step-function $\nl$ with threshold
+value $\thr$ to obtain a binary response
\begin{equation}
b_i(t,\,\thr)\,=\,\begin{cases}
\;1, \quad c_i(t)\,>\,\thr\\
@@ -480,18 +491,23 @@ $\rightarrow$ Shifted Heaviside step-function $\nl$ (or steep sigmoid threshold?
\end{cases}
\label{eq:binary}
\end{equation}
-%
-Temporal averaging by neurons of the central brain\\
-- Finalized set of slowly changing kernel-specific features (one per AN)\\
-- Different species-specific song patterns are characterized by a distinct combination
-of feature values $\rightarrow$ Clusters in high-dimensional feature space\\
-$\rightarrow$ Lowpass filter 1 Hz
-%
+which can be thought of as a categorization into "relevant" and "irrelevant"
+response values. In the grasshopper, these threshold nonlinearities might
+either be part of the processing within the ascending neurons or take place
+further downstream~(SOURCE). Finally, the responses of the ascending neurons
+are assumed to be integrated somewhere in the supraesophageal
+ganglion~(\bcite{ronacher1986routes}; \bcite{bauer1987separate};
+\bcite{bhavsar2017brain}). This processing step can be approximated as temporal
+averaging of the binary responses $b_i(t)$ by a lowpass filter
\begin{equation}
f_i(t)\,=\,b_i(t)\,*\,\lp, \qquad \fc\,=\,1\,\text{Hz}
\label{eq:lowpass}
\end{equation}
-%
+to obtain a final set of slowly changing kernel-specific features $f_i(t)$. In
+the resulting high-dimensional feature space, different species-specific song
+patterns are characterized by a distinct combination of feature values, which
+can be read out by a simple linear classifier.
+
\section{Two mechanisms driving the emergence of intensity-invariant song representation}
\textbf{Definition of invariance (general, systemic):}\\
@@ -671,4 +687,8 @@ initiation of one behavior over another is categorical (e.g. approach/stay)
\section{Conclusions \& outlook}
+The model pathway includes a rather large number of Gabor kernels compared to
+the 15 to 20 ascending neurons in the grasshopper auditory
+system~(\bcite{stumpner1991auditory}).
+
\end{document}
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