diff --git a/main.aux b/main.aux index 09a7a94..08c15b9 100644 --- a/main.aux +++ b/main.aux @@ -110,6 +110,18 @@ \abx@aux@page{26}{2} \abx@aux@page{27}{2} \abx@aux@page{28}{2} +\abx@aux@cite{0}{clemens2013computational} +\abx@aux@segm{0}{0}{clemens2013computational} +\abx@aux@cite{0}{clemens2013feature} +\abx@aux@segm{0}{0}{clemens2013feature} +\abx@aux@cite{0}{ronacher2015computational} +\abx@aux@segm{0}{0}{ronacher2015computational} +\abx@aux@cite{0}{clemens2013computational} +\abx@aux@segm{0}{0}{clemens2013computational} +\abx@aux@cite{0}{clemens2013feature} +\abx@aux@segm{0}{0}{clemens2013feature} +\abx@aux@cite{0}{ronacher2015computational} +\abx@aux@segm{0}{0}{ronacher2015computational} \abx@aux@page{29}{3} \abx@aux@page{30}{3} \abx@aux@page{31}{3} @@ -122,12 +134,9 @@ \abx@aux@page{38}{3} \abx@aux@page{39}{3} \abx@aux@page{40}{3} -\abx@aux@cite{0}{clemens2013computational} -\abx@aux@segm{0}{0}{clemens2013computational} -\abx@aux@cite{0}{clemens2013feature} -\abx@aux@segm{0}{0}{clemens2013feature} -\abx@aux@cite{0}{ronacher2015computational} -\abx@aux@segm{0}{0}{ronacher2015computational} +\abx@aux@page{41}{3} +\abx@aux@page{42}{3} +\abx@aux@page{43}{3} \abx@aux@cite{0}{rehbein1974structure} \abx@aux@segm{0}{0}{rehbein1974structure} \abx@aux@cite{0}{kalmring1975afferent} @@ -136,41 +145,39 @@ \abx@aux@segm{0}{0}{rehbein1976auditory} \abx@aux@cite{0}{eichendorf1980projections} \abx@aux@segm{0}{0}{eichendorf1980projections} -\abx@aux@page{41}{4} -\abx@aux@page{42}{4} -\abx@aux@page{43}{4} -\@writefile{toc}{\contentsline {section}{\numberline {2}Developing a functional model of\\the grasshopper auditory pathway}{4}{}\protected@file@percent } +\abx@aux@cite{0}{clemens2011efficient} +\abx@aux@segm{0}{0}{clemens2011efficient} +\abx@aux@cite{0}{clemens2011efficient} +\abx@aux@segm{0}{0}{clemens2011efficient} \abx@aux@page{44}{4} \abx@aux@page{45}{4} \abx@aux@page{46}{4} +\@writefile{toc}{\contentsline {section}{\numberline {2}Developing a 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outlook}{11}{}\protected@file@percent } \gdef\svg@ink@ver@settings{{\m@ne }{inkscape}{\m@ne }} \abx@aux@read@bbl@mdfivesum{B1C873C20A10FFCD014F1B0295D783F7} -\gdef \@abspage@last{12} +\gdef \@abspage@last{11} diff --git a/main.bcf b/main.bcf index d03d778..3e84f50 100644 --- a/main.bcf +++ b/main.bcf @@ -2405,23 +2405,26 @@ clemens2013computational clemens2013feature ronacher2015computational - rehbein1974structure - kalmring1975afferent - rehbein1976auditory - eichendorf1980projections - clemens2011efficient - clemens2011efficient - clemens2011efficient - michelsen1971frequency - windmill2008time - malkin2014energy - machens2001discrimination - machens2001representation - suga1960peripheral - gollisch2002energy - hildebrandt2009origin - clemens2010intensity - fisch2012channel + clemens2013computational + clemens2013feature + ronacher2015computational + rehbein1974structure + kalmring1975afferent + rehbein1976auditory + eichendorf1980projections + clemens2011efficient + clemens2011efficient + clemens2011efficient + michelsen1971frequency + windmill2008time + malkin2014energy + machens2001discrimination + machens2001representation + suga1960peripheral + gollisch2002energy + hildebrandt2009origin + clemens2010intensity + fisch2012channel diff --git a/main.blg b/main.blg index 1331c88..7869147 100644 --- a/main.blg +++ b/main.blg @@ -1,61 +1,61 @@ [0] Config.pm:307> INFO - This is Biber 2.19 [0] Config.pm:310> INFO - Logfile is 'main.blg' -[35] biber:340> INFO - === Do Jan 15, 2026, 16:37:11 -[42] Biber.pm:419> INFO - Reading 'main.bcf' -[69] Biber.pm:979> INFO - Found 49 citekeys in bib section 0 -[74] Biber.pm:4419> INFO - Processing section 0 -[79] Biber.pm:4610> INFO - Looking for bibtex file 'cite.bib' for section 0 -[80] bibtex.pm:1713> INFO - LaTeX decoding ... -[108] bibtex.pm:1519> INFO - Found BibTeX data source 'cite.bib' -[254] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable' -[254] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized' -[254] Biber.pm:4239> INFO - Sorting list 'nyt/global//global/global' of type 'entry' with template 'nyt' and locale 'en-US' -[254] Biber.pm:4245> INFO - No sort tailoring available for locale 'en-US' -[273] bbl.pm:660> INFO - Writing 'main.bbl' with encoding 'UTF-8' -[281] bbl.pm:763> INFO - Output to main.bbl -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 10, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 21, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 38, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 49, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 58, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 73, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 114, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 123, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 132, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 153, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 174, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 192, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 203, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 214, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 223, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 232, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 243, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 252, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 263, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 274, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 283, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 310, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 354, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 373, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 400, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 409, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 428, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 455, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 464, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 499, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 508, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 529, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 538, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 549, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 580, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 618, warning: 6 characters of junk seen at toplevel -[281] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 627, warning: 6 characters of junk seen at toplevel -[282] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 648, warning: 6 characters of junk seen at toplevel -[282] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 669, warning: 6 characters of junk seen at toplevel -[282] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 678, warning: 6 characters of junk seen at toplevel -[282] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 687, warning: 6 characters of junk seen at toplevel -[282] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 704, warning: 6 characters of junk seen at toplevel -[282] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 713, warning: 6 characters of junk seen at toplevel -[282] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 738, warning: 6 characters of junk seen at toplevel -[282] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_x7Wz/347c261ec4135a5723bef5c751f5078f_156259.utf8, line 755, warning: 6 characters of junk seen at toplevel -[282] Biber.pm:133> INFO - WARNINGS: 45 +[36] biber:340> INFO - === Fr Jan 16, 2026, 15:46:34 +[44] Biber.pm:419> INFO - Reading 'main.bcf' +[72] Biber.pm:979> INFO - Found 49 citekeys in bib section 0 +[78] Biber.pm:4419> INFO - Processing section 0 +[82] Biber.pm:4610> INFO - Looking for bibtex file 'cite.bib' for section 0 +[83] bibtex.pm:1713> INFO - LaTeX decoding ... +[112] bibtex.pm:1519> INFO - Found BibTeX data source 'cite.bib' +[266] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'variable = shifted' with 'variable = non-ignorable' +[266] UCollate.pm:68> INFO - Overriding locale 'en-US' defaults 'normalization = NFD' with 'normalization = prenormalized' +[266] Biber.pm:4239> INFO - Sorting list 'nyt/global//global/global' of type 'entry' with template 'nyt' and locale 'en-US' +[266] Biber.pm:4245> INFO - No sort tailoring available for locale 'en-US' +[286] bbl.pm:660> INFO - Writing 'main.bbl' with encoding 'UTF-8' +[295] bbl.pm:763> INFO - Output to main.bbl +[295] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_IuZr/347c261ec4135a5723bef5c751f5078f_15189.utf8, line 10, warning: 6 characters of junk seen at toplevel +[295] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_IuZr/347c261ec4135a5723bef5c751f5078f_15189.utf8, line 21, warning: 6 characters of junk seen at toplevel +[295] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_IuZr/347c261ec4135a5723bef5c751f5078f_15189.utf8, line 38, warning: 6 characters of junk seen at toplevel +[295] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_IuZr/347c261ec4135a5723bef5c751f5078f_15189.utf8, line 49, warning: 6 characters of junk seen at toplevel +[295] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_IuZr/347c261ec4135a5723bef5c751f5078f_15189.utf8, line 58, warning: 6 characters of junk seen at toplevel +[295] Biber.pm:131> WARN - BibTeX subsystem: /tmp/biber_tmp_IuZr/347c261ec4135a5723bef5c751f5078f_15189.utf8, 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PDF statistics: - 1097 PDF objects out of 1200 (max. 8388607) - 696 compressed objects within 7 object streams + 1094 PDF objects out of 1200 (max. 8388607) + 694 compressed objects within 7 object streams 0 named destinations out of 1000 (max. 500000) 18 words of extra memory for PDF output out of 10000 (max. 10000000) diff --git a/main.pdf b/main.pdf index 4f71d29..9bfe350 100644 Binary files a/main.pdf and b/main.pdf differ diff --git a/main.synctex.gz b/main.synctex.gz index 110f8e9..fc2c571 100644 Binary files a/main.synctex.gz and b/main.synctex.gz differ diff --git a/main.tex b/main.tex index 54cd4fb..30b192b 100644 --- a/main.tex +++ b/main.tex @@ -179,39 +179,21 @@ functional model framework thus requires a considerable amount of simplification. In this work, we demonstrate that even a small number of basic physiologically inspired signal transformations --- specifically, pairs of nonlinear and linear operations --- is sufficient to achieve a meaningful -degree of intensity invariance. Due to the critical role of intensity-invariant -representations for reliable song recognition, these transformations are at the -core of the proposed model framework. +degree of intensity invariance. + +Invariance to non-informative signal variations is a crucial property of song +representations that are suitable for the purpose of song recognition. However, +it is likely not sufficient on its own. The auditory system also needs to +extract sufficiently informative song features in order to reliably +discriminate between conspecific and heterospecific song patterns. Other +authors have proposed a comprehensive physiologically inspired framework +to describe the process of feature extraction based on linear-nonlinear +modelling~(\cite{clemens2013computational}, \cite{clemens2013feature}, +\cite{ronacher2015computational}), which represents an important precursor and +cornerstone for the model we present here. -Multi-species, multi-individual communally inhabited environments\\ -- Temporal overlap: Simultaneous singing across individuals/species common\\ -- Frequency overlap: Little speciation into frequency bands (likely unused)\\ -- "Biotic noise": Hetero-/conspecifics ("Another one's songs are my noise")\\ -- "Abiotic noise": Wind, water, vegetation, anthropogenic\\ -- Effects of habitat structure on sound propagation (landscape - soundscape)\\ -$\rightarrow$ Sensory constraints imposed by the (acoustic) environment - -Cluster of auditory challenges (interlocking constraints $\rightarrow$ tight coupling):\\ -From continuous acoustic input, generate neuronal representations that...\\ -1)...allow for the separation of relevant (song) events from ambient noise floor\\ -2)...compensate for behaviorally non-informative song variability (invariances)\\ -3)...carry sufficient information to characterize different song patterns, -recognize the ones produced by conspecifics, and make appropriate behavioral -decisions based on context (sender identity, song type, mate/rival quality) - -How can the auditory system of grasshoppers meet these challenges?\\ -- What are the minimum functional processing steps required?\\ -- Which known neuronal mechanisms can implement these steps?\\ -- Which and how many stages along the auditory pathway contribute?\\ -$\rightarrow$ What are the limitations of the system as a whole? - -How can a human observer conceive a grasshopper's auditory percepts?\\ -- How to investigate the workings of the auditory pathway as a whole?\\ -- How to systematically test effects and interactions of processing parameters?\\ -- How to integrate the available knowledge on anatomy, physiology, ethology?\\ -$\rightarrow$ Abstract, simplify, formalize $\rightarrow$ Functional model framework \textbf{Precursor work for model construction (special thanks to authors):} @@ -227,6 +209,35 @@ $\rightarrow$ Now actual, variable songs (as naturalistic as possible)\\ 2) Fitted filters to behavioral data\\ $\rightarrow$ More general, simpler, unfitted formalized Gabor filter bank +% SCRAPPED UNTIL FURTHER NOTICE: +% Multi-species, multi-individual communally inhabited environments\\ +% - Temporal overlap: Simultaneous singing across individuals/species common\\ +% - Frequency overlap: Little speciation into frequency bands (likely unused)\\ +% - "Biotic noise": Hetero-/conspecifics ("Another one's songs are my noise")\\ +% - "Abiotic noise": Wind, water, vegetation, anthropogenic\\ +% - Effects of habitat structure on sound propagation (landscape - soundscape)\\ +% $\rightarrow$ Sensory constraints imposed by the (acoustic) environment + +% Cluster of auditory challenges (interlocking constraints $\rightarrow$ tight coupling):\\ +% From continuous acoustic input, generate neuronal representations that...\\ +% 1)...allow for the separation of relevant (song) events from ambient noise floor\\ +% 2)...compensate for behaviorally non-informative song variability (invariances)\\ +% 3)...carry sufficient information to characterize different song patterns, +% recognize the ones produced by conspecifics, and make appropriate behavioral +% decisions based on context (sender identity, song type, mate/rival quality) + +% How can the auditory system of grasshoppers meet these challenges?\\ +% - What are the minimum functional processing steps required?\\ +% - Which known neuronal mechanisms can implement these steps?\\ +% - Which and how many stages along the auditory pathway contribute?\\ +% $\rightarrow$ What are the limitations of the system as a whole? + +% How can a human observer conceive a grasshopper's auditory percepts?\\ +% - How to investigate the workings of the auditory pathway as a whole?\\ +% - How to systematically test effects and interactions of processing parameters?\\ +% - How to integrate the available knowledge on anatomy, physiology, ethology?\\ +% $\rightarrow$ Abstract, simplify, formalize $\rightarrow$ Functional model framework + \section{Developing a functional model of\\the grasshopper auditory pathway} % Either pick up in intro and/or discussion, or move entirely: