harmonicity winner-take-all the cochlea is a sensitive membrane structure in the inner ear that...

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Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While most applications treat the cochlea like an FFT, this is a poor description.

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Page 1: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While

Harmonicity Winner-Take-All

The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis.

While most applications treat the cochlea like an FFT, this is a poor description.

Page 2: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While
Page 3: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While

The point is that for a given input frequency, many points on the cochlea respond, butWith different amplitudes and different phases.

Page 4: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While

1) While it is true that the cochlea extracts frequency, the tuning is broad.

2) Unlike the FFT and spectrogram representations, frequency tuning is foundlogarithmically represented along the length of the cochlea andin the hair cell population.

3) At the frequencies for much of speech, the hair cells in the cochlea canreport the relative phases of the waveform for a particular frequency

Page 5: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While

Spectrogram

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Linear vs. Log Frequency Coding

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Harmonic sounds

Page 6: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While

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Page 7: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While

Because many phases of a tone are found in the cochlear representation, aharmonic sound will excite a subset of cochlear hair cells to fire in synchronyat a period equal to the fundamental frequency.

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Inhibitoryneuron

Hair cells from the cochlea - different best frequencies

Page 8: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While

Inhibitoryneuron

Hair cells from the cochlea - different best frequencies

By making the inhibitory neuron leaky, temporally-jittered inputs leak away before theircontributions add up.

When synchronized inputs come in, those neurons fire together, driving the inhibitoryneuron at the same time. This barrage of inputs make the inhibitory cell fire immediately.

The inhibitory cell then shuts everyone down. Only the synchronized pattern getsthrough.

Page 9: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While

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Two harmonic sounds summed

Can we pull these apart?

Page 10: Harmonicity Winner-Take-All The cochlea is a sensitive membrane structure in the inner ear that performs a particular type of frequency analysis. While

Chip Idea:

1. Given a cochlea circuit in PSPICE, design the hair cells and inhibitory networkneurons and demonstrate the synchrony concept.

2. Show that harmonic sounds are preferentially passed through and that thenetwork can briefly lock onto one harmonic sound over another.