Transcript The Neural Basis of Temporal Processing

The Neural Basis of Temporal
Processing
Michael D. Mauk
Department of Neurobiology and
Anatomy
University of Texas
Houston Medical School
Dean V. Buonomano
Departments of Neurobiology and
Psychology
University of California
Los Angeles
Slideshow by Paul Cornwell
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Highlights
• Temporal processing is likely distributed
• Temporal and spatial processing are intrinsic properties
of neural function
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Spatial vs. Temporal Processing
(by task)
• Spatial processing
– Orientation of a bar of light
– Discrimination between pitch of two tones
• Temporal Processing
– Duration of a flashed bar of light
– Time interval between presentation of two tones
• Spatiotemporal Processing
– Speech processing
– Motion processing
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Scales and Types of Temporal Processing
• OOM scale
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Microseconds (10-6)
Milliseconds (10-3)
Seconds
Circadian rhythms
• The focus of this paper:
10s and 100s of ms
(probably most
sophisticated and
complex temporal
processing)
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Temporal Processing vs. Temporal Coding
(what they are)
• Temporal processing
– decoding of temporal(ly coded) information
– generation of timed motor responses
• Temporal coding
– information in the spike pattern that is not in the firing rate
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Sensory Timing
• Required for:
– Motion processing
– Audition
• Vocalization
• Speech recognition
– syllable sequence
– spatiotemporal (i.e., sound frequency and timing)
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Motor Timing
• Muscles (10s ms accuracy needed)
– agonists (initiation)
– antagonists (braking)
• Cerebellum a general purpose timer for ~10-100 ms?
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Timed Conditioned Responses
• Classically conditioned eyelid responses – ex. of motor timing
• Tone (CS) paired with air puff (US) to eye, yields eyelid close (UR)
• After 100-200 trials, eyelids close in response to tone (CR)
• Conditioning influenced by time interval between tone and puff
• CR only when tone onset precedes puff in range ~100ms to ~3s
• CR varies with tone-puff interval to statistically match puff onset
• Alternation of puff onset time wrt tone onset between trials yields
two response peaks
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Psychophysical Studies
• Predominate working hypothesis: central internal clock
• Fixed frequency oscillator
• After 100-200 trials, eyelids close in response to tone (CR)
• Alternate view: timing capabilities are distributed
• many brain areas perform temporal processing
• task and (sensory/motor) modality dependent
• Different circuits for different timescales?
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Psychophysical Studies
Interval and Duration Discrimination
• Two tones separated by an interval T (say 100ms) or (T+ΔT)
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Presentations (short vs long intervals) randomized
Was first or second interval longer?
Vary ΔT to determine discrimination threshold
if T = 100ms, ΔT = ~20ms
• Duration discrimination: continuous tone (filled interval)
• Intermodal discrimination:
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tone at 0ms, flash of light at 100ms (T=100)
audio better than visual (i.e., smaller intervals can be discriminated)
intermodality discrimination is worse than either alone
change of tone in audio (1kHz to 4kHz) is worse than 1kHz to 1kHz
• Difficulty due to attention shift or distributed timers?
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Psychopharmacology of Temporal Processing
• Various drugs can impact particular timescales of processing without
affecting others (e.g., 50-100ms is fine, but 1s is worse)
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Interval Discrimination Learning
• Resolution of temporal discrimination can improve with practice
– 1 hour per day (400-800 trials) for 10 days
• Generalization of Interval Discrimination
– Specific to temporal domain (duration),
generalizes in spatial domain (pitch)
– Interval-specific intermodality
generalization shown
(auditory  somatosensory)
• Auditory task training results in
interval-specific improvement
in a finger-tapping task
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Temporal Selectivity and Anatomical
Localization
• Temporal processing seems distributed and neuro-intrinsic...
• Brainstems of frogs and bats
– neurons in frog tuned to frequency and number of auditory pulses
– selectivity insensitive to intensity
– bat neurons selective to pulse-echo delays or specific durations
• Songbirds
– neurons selectively respond to AB syllable pattern, not A or B or BA
– earlier neurons respond to A, B individually
– same neurons are active during singing, at specific points
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Temporal Selectivity and Anatomical
Localization
• Basal ganglia seems involved on timescale of seconds
• Cerebellum (primarily viewed as a motor structure)
– General sensory and motor timing from 10s to 100s of ms?
– conditioned eyelid responses mediated by cerebellum
– seems to be engaged in feed-forward predictive association
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Cerebral Cortex
• Which areas, if any (all?) are involved in timing?
• “Thus cortical circuits are intrinsically capable of generating timed
responses on timescales well above monosynaptic transmission
delays. Mechanistically, timing relied on network dynamics,
specifically, activity propagated throughout functionally defined
polysynaptic pathways. The propagation path was a complex
function of the functional connectivity within the network and was not
simply a result of spatial wave-like propagation.”
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Neural Mechanisms and Models of Timing
• The neural basis of timing: 3 proposed computational mechanisms
based on:
– neural clocks
– arrays of elements with differing temporal parameters
– properties emergent from neural network dynamics
• Result: temporal information processed such that neurons
selectively respond to temporal features of stimuli
• The first two proposed mechanisms are top-down, third is bottom-up
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Conclusions
• Study of neural basis of temporal processing is in its infancy
• Cerebellum responsible for some forms of motor timing
• Distinct neural mechanisms underlie millisecond and second timing
• Views:
• Temporal + spatial information generally processed together by the
same circuits
• No centralized clock on scale of 10s – 100s of ms
• No special mechanisms such as oscillators or element arrays
• State-dependent changes in neural dynamics result in temporal
information processing capability
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