Auditory I Conclusions Central auditory pathways mediate sound identification. Neurons are tuned for specific auditory features, defined by auditory tuning curves and STRFs. More complex features are represented higher in the pathway. Auditory neurons are tuned to different aspects of speech. For human auditory cortex, groups of neurons (electrodes) respond to subsets of phonemes, intonation, arguing that different aspects of speech are processed separately at this stage 1 Brain-wide activity when listening to a story Semantic Content (Meaning) of language is distributed broadly Jack Gallant, UC Berkeley 2 Bat echolocation: Using echoes from self-generated sounds to find objects Navigation around obstacles in darkness was studied starting in 1790s. What sensory signals the bats were using was mysterious. Active Localization. Localizing objects by emitting energy (sound) that echoes off the target, and analyzing the echoes to determine distance and direction. Used by bats, dolphins & whales, oilbirds, cave swiftlet, shrew, catfish. 3 Bats are moth catchers 4 Bats are moth catchers Dr. Cynthia Moss, John Hopkins Neural Systems and Behavior Lab 5 Sounds produced by bats CF-FM bats constant frequency (CF) component frequencymodulated (FM) sweep 6 Echoes contain information about the target Bats emit calls at ~ 30kHz (CF1) Bats auditory system Over-represents CF2 of echo 7 Bat cochlea is tuned to returning echo Each bat species is most sensitive to one frequency band, which usually corresponds to the second harmonic of the returning echo. This is the acoustic fovea. -- expanded cochlear area -- very sharp frequency tuning by single neurons -- most sensitive detection Mustached bat 8 CF2 echo representation in the auditory cortex Detect rapid frequency modulations = insect flutter 9 Echoes contain information about the target Echo delay = time delay between call and echo Measure of target distance echo delay 10 Measurement of distance by echo delay Bat calls are directional Target distance (m) = c (340 m/s) × t (echo delay, s) 2 1 meter distance = 6 ms pulse-echo delay 11 Auditory cortical areas for echolocation Detects echo delays Luo, after Suga 1989 12 Echo-delay tuning in FM-FM area Compare FM1 call to FM2 echo These are combination-tuned neurons: they respond only to a specific combination of an FM1 call, plus an FM2 echo at a specific delay. 13 Echo-delay tuning in FM-FM area Topographic map of call-echo delay Different Delay times Map of target distance!!! 14 Tuning for echo delay in FM-FM area Hypothetical model for echo delay tuning 15 Echo-delay tuning in FM-FM area Echo delay tuning is synthesized between inferior colliculus and FM-FM area cochlea each dot is a spike each line is a spike cochlear nucleus inferior colliculus MGN thalamus Auditory cortex 16 Echoes contain information about the target Echo delay = time delay between call and echo Measure of target distance Doppler shift = frequency shift between call and echo Measure of relative velocity of target Doppler shift echo delay 17 Doppler shift and target velocity f (echo) = f (call) * ( c +/- Bat velocity) / ( c +/- Prey velocity) + Bat velocity toward prey + Prey velocity is moving away from Bat c = 340m/s 18 Doppler shift and target velocity Doppler shift in returning frequency 19 Auditory cortical areas for echolocation Detects Doppler shift Auditory fovea Luo, after Suga 1989 20 Doppler shift tuning in CF-CF area A map of Doppler shift, and target velocity 21 Doppler shift tuning in CF-CF area CF1 CF3 CF1 Target velocity 22 Echolocation: Brain specializations to detect prey 1. Acoustic fovea expands representation of echo • Detect fine fluctuations of frequency 2. FM-FM neurons receive emitted FM call and FM echo • They fire only when there is a specific time delay between the signals • Delay lines may allow coincident detection of call and echo • Map of different target distances • FM signals well-suited for time delay because discrete, separated in space, and use a sweep of frequencies to compare call and echo 3. CF-CF neurons receive emitted CF call and CF echo • They fire only for a specific frequency combination of CF call and CF echo • Echoes have different frequencies because of Doppler effect moving targets have different frequency than stationary targets • Map of different target velocities • CF signals well-suited for frequency changes because compare two frequencies present for a long time 23 Why are there any moths left? Moths have coevolved with bats, and have developed ears that can hear ultrasound. Moths can often hear the loud ultrasound pulses before bats can hear the returning echoes, and react with escape behavior Some moths emit ultrasonic sounds to confuse bats (jam radar) Humans use ultrasound as insect repellent 24