Effects of stimulus and task structure on temporal perceptual learning

The ability to discriminate sub-second intervals can be improved with practice, a process known as temporal perceptual learning (TPL). A central question in TPL is whether training improves the low-level sensory representation of a temporal interval or optimizes a set of task-specific response strategies. Here, we trained three groups of participants over five days on a single-interval temporal discrimination task using either fixed intervals (FI) or random intervals (RI). Before and after training, discrimination thresholds were also obtained on an untrained task. Our results revealed that only the FI group showed improvements with five days of training, but this learning did not generalize from the trained task to the untrained task in any group. These results highlight task-specificity in TPL and suggest that training-dependent improvements in timing ability might reflect an active reweighting of decision units, in addition to refinements in the sensory representation of a learned interval.

[1]  H. Levitt Transformed up-down methods in psychoacoustics. , 1971, The Journal of the Acoustical Society of America.

[2]  D. Scott Perceptual learning. , 1974, Queen's nursing journal.

[3]  J. Warm,et al.  Intermodal transfer in temporal discrimination , 1975 .

[4]  T Poggio,et al.  Fast perceptual learning in visual hyperacuity. , 1991, Science.

[5]  D. Buonomano,et al.  Learning and Generalization of Auditory Temporal–Interval Discrimination in Humans , 1997, The Journal of Neuroscience.

[6]  S. Hochstein,et al.  Task difficulty and the specificity of perceptual learning , 1997, Nature.

[7]  Nancy Byl,et al.  Practice-Related Improvements in Somatosensory Interval Discrimination Are Temporally Specific But Generalize across Skin Location, Hemisphere, and Modality , 1998, The Journal of Neuroscience.

[8]  B. Dosher,et al.  Mechanisms of perceptual learning , 1999, Vision Research.

[9]  Gerald Westheimer,et al.  Discrimination of short time intervals by the human observer , 1999, Experimental Brain Research.

[10]  B. Dosher,et al.  Mechanisms of perceptual learning , 1999, Vision Research.

[11]  Robert A. Jacobs,et al.  Motor timing learned without motor training , 2000, Nature Neuroscience.

[12]  W H Meck,et al.  Paying Attention to Time as one Gets Older , 2001, Psychological science.

[13]  S. Hochstein,et al.  View from the Top Hierarchies and Reverse Hierarchies in the Visual System , 2002, Neuron.

[14]  U. Karmarkar,et al.  Temporal specificity of perceptual learning in an auditory discrimination task. , 2003, Learning & memory.

[15]  S. Hochstein,et al.  The reverse hierarchy theory of visual perceptual learning , 2004, Trends in Cognitive Sciences.

[16]  Misha Tsodyks,et al.  Perceptual learning in contrast discrimination: the effect of contrast uncertainty. , 2004, Journal of vision.

[17]  Cong Yu,et al.  Perceptual learning in contrast discrimination and the (minimal) role of context. , 2004, Journal of vision.

[18]  Dennis M Levi,et al.  The essential role of stimulus temporal patterning in enabling perceptual learning , 2005, Nature Neuroscience.

[19]  Barbara Anne Dosher,et al.  CHAPTER 78 – Mechanisms of Perceptual Learning , 2005 .

[20]  Edgar Erdfelder,et al.  A short tutorial of GPower , 2007 .

[21]  Srikantan S Nagarajan,et al.  Auditory Cortical Plasticity in Learning to Discriminate Modulation Rate , 2007, The Journal of Neuroscience.

[22]  Bahador Bahrami,et al.  Sensory and Association Cortex in Time Perception , 2008, Journal of Cognitive Neuroscience.

[23]  John E. Schlerf,et al.  Dedicated and intrinsic models of time perception , 2008, Trends in Cognitive Sciences.

[24]  C. Law,et al.  Neural correlates of perceptual learning in a sensory-motor, but not a sensory, cortical area , 2008, Nature Neuroscience.

[25]  R. Ulrich,et al.  On estimating the difference limen in duration discrimination tasks: A comparison of the 2AFC and the reminder task , 2008, Perception & psychophysics.

[26]  S. Hochstein,et al.  Reverse hierarchies and sensory learning , 2009, Philosophical Transactions of the Royal Society B: Biological Sciences.

[27]  B. Dosher,et al.  Hebbian Reweighting on Stable Representations in Perceptual Learning. , 2009, Learning & perception.

[28]  R. Ulrich,et al.  Comparisons of Two Variants of the Method of Constant Stimuli for Estimating Difference Thresholds , 2009 .

[29]  R. Ulrich,et al.  Perceptual learning in auditory temporal discrimination: No evidence for a cross-modal transfer to the visual modality , 2009, Psychonomic bulletin & review.

[30]  C. Law,et al.  Reinforcement learning can account for associative and perceptual learning on a visual decision task , 2009, Nature Neuroscience.

[31]  Andrew T Sabin,et al.  Generalization Lags behind Learning on an Auditory Perceptual Task , 2010, The Journal of Neuroscience.

[32]  Rolf Ulrich,et al.  Duration Discrimination Performance: No Cross-Modal Transfer from Audition to Vision Even after Massive Perceptual Learning , 2010, COST TD0904 International Workshop.

[33]  S. Klein,et al.  Perceptual learning of contrast discrimination , 2010 .

[34]  Aaron R. Seitz,et al.  Perceptual learning in visual hyperacuity: A reweighting model , 2011, Vision Research.

[35]  Emiliano Macaluso,et al.  Learning about Time: Plastic Changes and Interindividual Brain Differences , 2012, Neuron.

[36]  R. Ulrich,et al.  Perceptual learning in temporal discrimination: asymmetric cross-modal transfer from audition to vision , 2012, Experimental Brain Research.

[37]  B. Dosher,et al.  An integrated reweighting theory of perceptual learning , 2013, Proceedings of the National Academy of Sciences.

[38]  Masamichi J. Hayashi,et al.  Time Adaptation Shows Duration Selectivity in the Human Parietal Cortex , 2015, PLoS biology.

[39]  Joan López-Moliner,et al.  quickpsy: An R Package to Fit Psychometric Functions for Multiple Groups , 2016, R J..

[40]  Aaron R. Seitz,et al.  Towards a whole brain model of Perceptual Learning , 2018, Current Opinion in Behavioral Sciences.

[41]  Ryota Kanai,et al.  Chronotopic Maps in Human Medial Premotor Cortex , 2018, bioRxiv.

[42]  Masamichi J. Hayashi,et al.  Representations of time in human frontoparietal cortex , 2018, Communications Biology.