From 61a8817a393694631fa500fbb25c2d827b6b96d7 Mon Sep 17 00:00:00 2001 From: j-hartling Date: Mon, 8 Dec 2025 16:42:30 +0100 Subject: [PATCH] Wrote some text :) --- cite.bib | 18 ++- main.aux | 36 ++++-- main.bbl | 282 +++++++++++++++++++++++++++++++++++++++++ main.bbl-SAVE-ERROR | 296 +++++++++++++++++++++++++++++++++++++++++++- main.bcf | 10 +- main.blg | 18 --- main.fdb_latexmk | 18 +-- main.log | 25 ++-- main.pdf | Bin 1096448 -> 1097477 bytes main.synctex.gz | Bin 48211 -> 51023 bytes main.tex | 51 +++++--- 11 files changed, 672 insertions(+), 82 deletions(-) delete mode 100644 main.blg diff --git a/cite.bib b/cite.bib index f5617b5..13dcdef 100644 --- a/cite.bib +++ b/cite.bib @@ -82,7 +82,8 @@ volume={196}, pages={285--297}, year={2010}, -} +}# Cited + @article{creutzig2010timescale, title={Timescale-invariant pattern recognition by feedforward inhibition and parallel signal processing}, author={Creutzig, Felix and Benda, Jan and Wohlgemuth, Sandra and Stumpner, Andreas and Ronacher, Bernhard and Herz, Andreas VM}, @@ -106,7 +107,8 @@ volume={32}, pages={17332--17344}, year={2012}, -} +}# Cited + @article{gollisch2002energy, title={Energy integration describes sound-intensity coding in an insect auditory system}, author={Gollisch, Tim and Sch{\"u}tze, Hartmut and Benda, Jan and Herz, Andreas VM}, @@ -114,7 +116,8 @@ volume={22}, pages={10434--10448}, year={2002}, -} +}# Cited + @article{hennig2014time, title={Time and timing in the acoustic recognition system of crickets}, author={Hennig, R Matthias and Heller, Klaus-Gerhard and Clemens, Jan}, @@ -162,7 +165,8 @@ volume={38--40}, pages={263--268}, year={2001}, -} +}# Cited + @article{machens2001representation, title={Representation of acoustic communication signals by insect auditory receptor neurons}, author={Machens, Christian K and Stemmler, Martin B and Prinz, Petra and Krahe, R{\"u}diger and Ronacher, Bernhard and Herz, Andreas VM}, @@ -170,7 +174,8 @@ volume={21}, pages={3215--3227}, year={2001}, -} +}# Cited + @article{malkin2014energy, title={Energy localization and frequency analysis in the locust ear}, author={Malkin, Robert and McDonagh, Thomas R and Mhatre, Natasha and Scott, Thomas S and Robert, Daniel}, @@ -274,7 +279,8 @@ volume={10}, pages={533--546}, year={1960}, -} +}# Cited + @article{tarasova2021biguttulus, title={{Songs and morphology in three species of the Chorthippus biguttulus group (Orthoptera, Acrididae, Gomphocerinae) in Russia and adjacent countries}}, author={Tarasova, Tatiana and Tishechkin, Dmitry and Vedenina, Varvara}, diff --git a/main.aux b/main.aux index 3b942ab..97d0c19 100644 --- a/main.aux +++ b/main.aux @@ -18,8 +18,14 @@ \abx@aux@segm{0}{0}{windmill2008time} \abx@aux@cite{0}{malkin2014energy} \abx@aux@segm{0}{0}{malkin2014energy} -\abx@aux@cite{0}{clemens2011efficient} -\abx@aux@segm{0}{0}{clemens2011efficient} +\abx@aux@cite{0}{machens2001discrimination} +\abx@aux@segm{0}{0}{machens2001discrimination} +\abx@aux@cite{0}{machens2001representation} +\abx@aux@segm{0}{0}{machens2001representation} +\abx@aux@cite{0}{suga1960peripheral} +\abx@aux@segm{0}{0}{suga1960peripheral} +\abx@aux@cite{0}{gollisch2002energy} +\abx@aux@segm{0}{0}{gollisch2002energy} \@writefile{lof}{\contentsline {figure}{\numberline {1}{\ignorespaces Grasshopper auditory system}}{3}{}\protected@file@percent } \newlabel{fig:pathway}{{1}{3}{}{}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {2.1}Population-driven signal pre-processing}{3}{}\protected@file@percent } @@ -28,30 +34,42 @@ \abx@aux@page{6}{3} \newlabel{eq:bandpass}{{1}{3}{}{}{}} \abx@aux@page{7}{3} +\abx@aux@page{8}{3} +\newlabel{eq:env}{{2}{3}{}{}{}} +\abx@aux@cite{0}{fisch2012channel} +\abx@aux@segm{0}{0}{fisch2012channel} +\abx@aux@cite{0}{clemens2010intensity} +\abx@aux@segm{0}{0}{clemens2010intensity} \abx@aux@cite{0}{clemens2011efficient} \abx@aux@segm{0}{0}{clemens2011efficient} -\newlabel{eq:env}{{2}{4}{}{}{}} +\abx@aux@cite{0}{clemens2011efficient} +\abx@aux@segm{0}{0}{clemens2011efficient} +\abx@aux@page{9}{4} +\abx@aux@page{10}{4} \newlabel{eq:log}{{3}{4}{}{}{}} +\abx@aux@page{11}{4} +\abx@aux@page{12}{4} +\abx@aux@page{13}{4} \newlabel{eq:highpass}{{4}{4}{}{}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {2.2}Feature extraction by individual neurons}{4}{}\protected@file@percent } -\abx@aux@page{8}{4} +\abx@aux@page{14}{4} \newlabel{eq:gabor}{{5}{4}{}{}{}} -\newlabel{eq:conv}{{6}{4}{}{}{}} -\newlabel{eq:binary}{{7}{4}{}{}{}} +\newlabel{eq:conv}{{6}{5}{}{}{}} +\newlabel{eq:binary}{{7}{5}{}{}{}} \newlabel{eq:lowpass}{{8}{5}{}{}{}} \@writefile{toc}{\contentsline {section}{\numberline {3}Two mechanisms driving the emergence of intensity-invariant song representation}{5}{}\protected@file@percent } \@writefile{toc}{\contentsline {subsection}{\numberline {3.1}Logarithmic scaling \& spike-frequency adaptation}{5}{}\protected@file@percent } \newlabel{eq:toy_env}{{9}{5}{}{}{}} \newlabel{eq:toy_snr}{{10}{5}{}{}{}} \newlabel{eq:toy_log}{{11}{5}{}{}{}} -\newlabel{eq:toy_highpass}{{12}{5}{}{}{}} +\newlabel{eq:toy_highpass}{{12}{6}{}{}{}} \@writefile{toc}{\contentsline {subsection}{\numberline {3.2}Threshold nonlinearity \& temporal averaging}{6}{}\protected@file@percent } \newlabel{eq:pdf_split}{{13}{6}{}{}{}} \newlabel{eq:pdf}{{14}{6}{}{}{}} -\newlabel{eq:feat_avg}{{15}{6}{}{}{}} +\newlabel{eq:feat_avg}{{15}{7}{}{}{}} \newlabel{eq:feat_prop}{{16}{7}{}{}{}} \@writefile{toc}{\contentsline {section}{\numberline {4}Discriminating species-specific song\\patterns in feature space}{8}{}\protected@file@percent } \@writefile{toc}{\contentsline {section}{\numberline {5}Conclusions \& outlook}{8}{}\protected@file@percent } \gdef\svg@ink@ver@settings{{\m@ne }{inkscape}{\m@ne }} -\abx@aux@read@bbl@mdfivesum{30F059979BE6776947A91FBA35B9AE52} +\abx@aux@read@bbl@mdfivesum{D0AA8D0C4115D0D13F609267906980B8} \gdef \@abspage@last{8} diff --git a/main.bbl b/main.bbl index ddddd25..8e8148b 100644 --- a/main.bbl +++ b/main.bbl @@ -139,6 +139,260 @@ \field{pages}{12136\bibrangedash 12145} \range{pages}{10} \endentry + \entry{clemens2010intensity}{article}{} + \name{author}{4}{ul=2}{% + {{un=0,uniquepart=base,hash=a2d5d9f296e8da1c1447cc2d86f121ea}{% + family={Clemens}, + familyi={C\bibinitperiod}, + given={Jan}, + giveni={J\bibinitperiod}, + givenun=0}}% + {{un=0,uniquepart=base,hash=58f2924f552e3ac11e10e8ce4eeb2655}{% + family={Weschke}, + familyi={W\bibinitperiod}, + given={Gerroth}, + giveni={G\bibinitperiod}, + givenun=0}}% + {{un=0,uniquepart=base,hash=fe6085287161f1c83c37c76c8fc817c9}{% + family={Vogel}, + familyi={V\bibinitperiod}, + given={Astrid}, + giveni={A\bibinitperiod}, + givenun=0}}% + {{un=0,uniquepart=base,hash=4ce9349f95ced7a4831a5efa0fe5b00f}{% + family={Ronacher}, + familyi={R\bibinitperiod}, + given={Bernhard}, + giveni={B\bibinitperiod}, + givenun=0}}% + } + \strng{namehash}{9e85d05d79bc8412b9d38ab493582154} + \strng{fullhash}{0c2adc6a7251af6d6d0c493eecb74b20} + \strng{bibnamehash}{9e85d05d79bc8412b9d38ab493582154} + \strng{authorbibnamehash}{9e85d05d79bc8412b9d38ab493582154} + \strng{authornamehash}{9e85d05d79bc8412b9d38ab493582154} + \strng{authorfullhash}{0c2adc6a7251af6d6d0c493eecb74b20} + \field{sortinit}{C} + \field{sortinithash}{4d103a86280481745c9c897c925753c0} + \field{extradatescope}{labelyear} + \field{labeldatesource}{} + \field{labelnamesource}{author} + \field{labeltitlesource}{title} + \field{journaltitle}{J Comp Physiol A} + \field{title}{Intensity invariance properties of auditory neurons compared to the statistics of relevant natural signals in grasshoppers} + \field{volume}{196} + \field{year}{2010} + \field{pages}{285\bibrangedash 297} + \range{pages}{13} + \endentry + \entry{fisch2012channel}{article}{} + \name{author}{5}{}{% + {{un=0,uniquepart=base,hash=768856a27f0efb241f011f58c128f445}{% + family={Fisch}, + familyi={F\bibinitperiod}, + given={Karin}, + 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\field{journaltitle}{Neurocomputing} + \field{title}{Discrimination of behaviorally relevant signals by auditory receptor neurons} + \field{volume}{38--40} + \field{year}{2001} + \field{pages}{263\bibrangedash 268} + \range{pages}{6} + \endentry + \entry{machens2001representation}{article}{} + \name{author}{6}{ul=2}{% + {{un=0,uniquepart=base,hash=ffe881e395423136438b1d8d31ae69bc}{% + family={Machens}, + familyi={M\bibinitperiod}, + given={Christian\bibnamedelima K}, + giveni={C\bibinitperiod\bibinitdelim K\bibinitperiod}, + givenun=0}}% + {{un=0,uniquepart=base,hash=cb1863245180bea7ac4e4916d1a01eef}{% + family={Stemmler}, + familyi={S\bibinitperiod}, + given={Martin\bibnamedelima B}, + giveni={M\bibinitperiod\bibinitdelim B\bibinitperiod}, + givenun=0}}% + {{un=0,uniquepart=base,hash=bf662a8dacfbdfaae777b88db2604a30}{% + family={Prinz}, + familyi={P\bibinitperiod}, + given={Petra}, + giveni={P\bibinitperiod}, + givenun=0}}% + 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\field{extradatescope}{labelyear} + \field{labeldatesource}{} + \field{labelnamesource}{author} + \field{labeltitlesource}{title} + \field{journaltitle}{J Neurosci} + \field{title}{Representation of acoustic communication signals by insect auditory receptor neurons} + \field{volume}{21} + \field{year}{2001} + \field{pages}{3215\bibrangedash 3227} + \range{pages}{13} + \endentry \entry{malkin2014energy}{article}{} \name{author}{5}{}{% {{un=0,uniquepart=base,hash=b240d4c2c38b76890194edc503159f6c}{% @@ -259,6 +513,34 @@ \field{pages}{61\bibrangedash 71} \range{pages}{11} \endentry + \entry{suga1960peripheral}{article}{} + \name{author}{1}{}{% + {{un=0,uniquepart=base,hash=cb8492490b7b1d1c021ccd740577eab6}{% + family={Suga}, + familyi={S\bibinitperiod}, + given={Nobuo}, + giveni={N\bibinitperiod}, + givenun=0}}% + } + \strng{namehash}{cb8492490b7b1d1c021ccd740577eab6} + \strng{fullhash}{cb8492490b7b1d1c021ccd740577eab6} + \strng{bibnamehash}{cb8492490b7b1d1c021ccd740577eab6} + \strng{authorbibnamehash}{cb8492490b7b1d1c021ccd740577eab6} + \strng{authornamehash}{cb8492490b7b1d1c021ccd740577eab6} + \strng{authorfullhash}{cb8492490b7b1d1c021ccd740577eab6} + \field{sortinit}{S} + \field{sortinithash}{b164b07b29984b41daf1e85279fbc5ab} + \field{extradatescope}{labelyear} + \field{labeldatesource}{} + \field{labelnamesource}{author} + \field{labeltitlesource}{title} + \field{journaltitle}{Jpn J Physiol} + \field{title}{Peripheral mechanism of hearing in locust} + \field{volume}{10} + \field{year}{1960} + \field{pages}{533\bibrangedash 546} + \range{pages}{14} + \endentry \entry{windmill2008time}{article}{} \name{author}{3}{}{% {{un=0,uniquepart=base,hash=73f39430fed095cb0a958656d3b5edc5}{% diff --git a/main.bbl-SAVE-ERROR b/main.bbl-SAVE-ERROR index 5d51d36..66c316f 100644 --- a/main.bbl-SAVE-ERROR +++ b/main.bbl-SAVE-ERROR @@ -139,6 +139,266 @@ \field{pages}{12136\bibrangedash 12145} \range{pages}{10} \endentry + \entry{fisch2012channel}{article}{} + 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\field{year}{1960} + \field{pages}{533\bibrangedash 546} + \range{pages}{14} + \endentry \entry{windmill2008time}{article}{} \name{author}{3}{}{% {{un=0,uniquepart=base,hash=73f39430fed095cb0a958656d3b5edc5}{% @@ -228,11 +516,11 @@ giveni={D\bibinitperiod}, givenun=0}}% } - \strng{namehash}{ca16ceff115d806c7f5e88dd34a30486} + \strng{namehash}{0f334b7be5181e7160f03c1b68950c24} \strng{fullhash}{ca16ceff115d806c7f5e88dd34a30486} \strng{bibnamehash}{ca16ceff115d806c7f5e88dd34a30486} \strng{authorbibnamehash}{ca16ceff115d806c7f5e88dd34a30486} - \strng{authornamehash}{ca16ceff115d806c7f5e88dd34a30486} + \strng{authornamehash}{0f334b7be5181e7160f03c1b68950c24} \strng{authorfullhash}{ca16ceff115d806c7f5e88dd34a30486} \field{sortinit}{W} \field{sortinithash}{4315d78024d0cea9b57a0c6f0e35ed0d} diff --git a/main.bcf b/main.bcf index 6d41d80..87122b8 100644 --- a/main.bcf +++ b/main.bcf @@ -2368,8 +2368,14 @@ michelsen1971frequency windmill2008time malkin2014energy - clemens2011efficient - 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pre-processing} Grasshoppers receive airborne sound waves by a tympanal organ at each side of -the thorax. The tympanal membrane~(Fig.\,\ref{fig:pathway}) vibrates in -response to incoming sound waves in a frequency-dependent manner: Vibrations of -specific frequencies are focused on different membrane areas, while other -frequencies are attenuated~(\mbox{\cite{michelsen1971frequency}}; +the thorax~(Fig.\,\ref{fig:pathway}a). The tympanal membrane acts as a mechanical resonance filter: +Vibrations of specific frequencies are focused on different membrane areas, +while other frequencies are attenuated~(\mbox{\cite{michelsen1971frequency}}; \mbox{\cite{windmill2008time}}; \mbox{\cite{malkin2014energy}}). This -mechanical resonance filter can be modelled by an initial bandpass filter +processing step can be approximated by an initial bandpass filter \begin{equation} \filt(t)\,=\,\raw(t)\,*\,\bp, \qquad \fc\,=\,5\,\text{kHz},\,30\,\text{kHz} \label{eq:bandpass} \end{equation} -applied to the acoustic input signal $\raw(t)$. - +applied to the acoustic input signal $\raw(t)$. The auditory receptor neurons +connect directly to the tympanal membrane and transduce mechanical vibrations +into electro-chemical potentials. The receptor population is substrate to +several known signal processing steps. First, the receptors extract +the signal envelope~(\mbox{\cite{machens2001discrimination}}), which likely +involves a rectifying nonlinearity~(\mbox{\cite{machens2001representation}}). +This can be modelled as full-wave rectification followed by lowpass filtering +\begin{equation} + \env(t)\,=\,|\filt(t)|\,*\,\lp, \qquad \fc\,=\,500\,\text{Hz} + \label{eq:env} +\end{equation} +of the tympanal signal $\filt(t)$. Furthermore, the receptors exhibit a +sigmoidal response curve over logarithmically compressed intensity +levels~(\mbox{\cite{suga1960peripheral}}; \mbox{\cite{gollisch2002energy}}). In +the model, logarithmic compression is achieved by conversion to decibel scale +\begin{equation} + \db(t)\,=\,10\,\cdot\,\dec \frac{\env(t)}{\dbref}, \qquad \dbref\,=\,\max[\env(t)] + \label{eq:log} +\end{equation} +relative to the maximum intensity $\dbref$ of the signal envelope $\env(t)$. +Next, the axons of the receptor neurons project into the metathoracic ganglion, +where they synapse onto local interneurons~(Fig.\,\ref{fig:pathway}b). Both the +auditory receptors~(\mbox{\cite{fisch2012channel}}) and the subsequent +interneurons~(\mbox{\cite{clemens2010intensity}}) display spike-frequency +adaptation. @@ -154,22 +176,13 @@ Initial: Continuous acoustic input signal $x(t)$ Filtering of behaviorally relevant frequencies by tympanal membrane\\ $\rightarrow$ Bandpass filter 5-30 kHz + Extraction of signal envelope (AM encoding) by receptor population\\ $\rightarrow$ Full-wave rectification, then lowpass filter 500 Hz -% -\begin{equation} - \env(t)\,=\,|\filt(t)|\,*\,\lp, \qquad \fc\,=\,500\,\text{Hz} - \label{eq:env} -\end{equation} -% + Logarithmically compressed intensity tuning curve of receptors\\ $\rightarrow$ Decibel transformation -% -\begin{equation} - \db(t)\,=\,10\,\cdot\,\dec \frac{\env(t)}{\dbref}, \qquad \dbref\,=\,\max[\env(t)] - \label{eq:log} -\end{equation} -% + Spike-frequency adaptation in receptor and interneuron populations\\ $\rightarrow$ Highpass filter 10 Hz %