* By authors’ names denotes equal contribution/co-first author


Hladek, Seitz, Kopco (2021) “Auditory-visual interactions in egocentric distance perception: Ventriloquism effect and aftereffect” JASA , in press

Maniglia, Visscher, Seitz (2021) “Perspective on vision science-informed interventions for central vision loss” Frontiers in Neuroscience, in press

Lelo de Larrea-Mancera, Philipp, Stavropoulos, Carrillo, Cheung, Koerner, Molis, Gallun & Seitz (2021) “Training with an auditory perceptual learning game transfers to speech in competition ” Journal of Cognitive Enhancement, in press

Stavropoulos, Isarangura, Hoover, Eddins, Seitz, Gallun (2021) “Exponential spectro-temporal modulation generation” JASA , in press

Palandrani, Hoover, Stavropoulos, Seitz, Isarangura, Gallun, Eddins (2021) “Temporal integration of monaural and dichotic frequency modulation” JASA , in press



Seitz (2020) “Perceptual Learning; Changes Across the Lifespan” Current Biology, in press

Pahor, Collins, Smith, Moon, Stavropoulos, Silva, Peng, Jaeggi, Seitz (2020) “Multisensory Facilitation of Working Memory Training ” Journal of Cognitive Enhancement, in press

Maniglia, Visscher, and Seitz (2020) “We don’t all look the same; detailed examination of peripheral looking strategies after simulated central vision loss” Journal of Vision, in press

Jaeggi, Pahor, Seitz (2020) “Does Brain Training Actually Work? ” Scientific American,

Kumar, Bhanu, Casey, Cheung, Seitz (2020) “Depth Videos for the Classification of Micro-Expressions ” ICPR 2020,

Shalchy, Pergher, Pahor, Van Hulle, Seitz (2020) “N-Back related ERPs depend on stimulus type, task structure, pre- processing and lab factors ” Frontiers in Human Neuroscience, in press

Seitz (2020) “Perceptual Learning; How does the visual circuit change through experience?” Current Biology, in press

Lelo de Larrea-Mancera, Stavropoulos, Hoover, Eddins, Gallun, Seitz (2020) “Portable Automated Rapid Testing (PART) for auditory research: Validation in a normal hearing population” JASA, in press

Hládek, Seitz, Kopčo (2020) “Audio-visual interactions in egocentric distance perception: Ventriloquism effect and aftereffect” BioRxiv,

Murray, Lelo de Larrea-Mancera, Glicksohn, Shams, Seitz (2020) “Revealing Multisensory Benefit with Diffusion Modeling ” Journal of Mathematical Psychology, in press

Sandeep, Shelton, Pahor, Jaeggi and Seitz (2020) “Application of Machine Learning Models for Tracking Participant Skills in Cognitive Training” Frontiers in Psychology-Cognitive Science, in press

Seitz (2020) “Perceptual Expertise: How is it achieved?” Current Biology, Vol: 30, Issue: 15, Page: R875-R878

Maniglia, Visscher, and Seitz (2020) “A method to characterize compensatory oculomotor strategies following simulated central vision loss” Journal of Vision, in press

Silverstein, Seitz, Ahmed, Thompson, Zemon, Gara, Butler (2020) “Development and Evaluation of a Visual Remediation Intervention for People with Schizophrenia” Journal of Psychiatry and Brain Science, in press

Le Dantec and Seitz (2020) “Dissociating Electrophysiological Correlates of Contextual and Perceptual Learning in a Visual Search Task” Journal of Vision, in press

Jacques and Seitz (2020) “Moderating Effects of Visual Attention and Action Video Game Play on Perceptual Learning with the Texture Discrimination Task” Vision Research, in press

Lee, Maniglia, Velez, Demer, Seitz, & Pineles, (2020) “Short-term perceptual learning game does not improve patching-resistant amblyopia in older children” Journal of Pediatric Ophthalmology & Strabismus, in press



Isarangura, Palandrani, Stavropoulos, Seitz, Hoover, Gallun, and Eddins (2019) “Methods for expressing spectral modulation depth and the effects of modulator shape on spectral modulation detection thresholds” Proceedings of Meetings on Acoustics 36:1,

Larrea-Mancera, Dempsey-Jones, Makin, and Seitz (2020) “Does Training on Broad Band Tactile Stimulation Promote the Generalization of Learning?” 2019 Joint IEEE 9th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob). doi:10.1109/devlrn.2019.8850704

Yetton, Revord, Margolis, Lyubomirsky, Seitz (2019), “Cognitive and Physiological Measures in Well-Being Science: Limitations and Lessons”, Frontiers in Psychology, in press

Yaghoubi, Alizadeh Shalchy, Hussain, Chen, Bennet, Mather, Hu, Seitz, & Peters, “Computational fMRI Reveals Separable Representations Of Stimulus and Choice In Auditory Cortex: A Tool for Studying the Locus Coeruleus Circuit.” Proceedings Conference on Cognitive Computational Neuroscience (2019).

Hussain, Alizadeh Shalchy, Yaghoubi, Langley, Chen, Bennett, Huang, Clewett, Nielson, Velasco, Kennedy, Han, Hu, Seitz, Zhang, Mather, Hu, & Peters”Locus Coeruleus Engagement Drives Network Connectivity Dynamics. “Proceedings Conference on Cognitive Computational Neuroscience (2019).

Valton, Karvelis, Richards, Seitz, Lawrie, Series (2019), “Acquisition of visual priors and induced hallucinations in chronic schizophrenia”, Brain, in press

Pergher, Shalchy, Pahor, Van Hulle, Jaeggi, Seitz (2019), “Divergent research methods limit understanding of working memory training “Frontiers in Psychology, Journal of Cognitive Enhancement, in press

Otto, Jaeggi, Seitz, Lehtonen, Soveri, Lukasik, Soderstrom, Hoffing, Laine(2019), “Video gaming and working memory: a large-scale cross-sectional correlative study”, Computers in Human Behavior, in press

Vlahou, Seitz, & Kopco (2019), “Nonnative Implicit Phonetic Training in Multiple Reverberant Environments”, Attention, Perception, & Psychophysics, in press



Valton, Karvelis, Richards, Seitz, Lawrie, Series (2018), “Acquisition of visual priors and induced hallucinations in chronic schizophrenia”, BioRxiv, doi:

Green, Bavelier, Kramer, Vinogradov, Ansorge, Ball, Bingel, Chein, Colzato9, Edwards, Facoetti, Gazzaley, Gathercole, Ghisletta, Gori, Granic, Hillman, Hommel, Jaeggi, Kanske, Karbach, Kingstone, Kliegel, Klingberg, Kühn, Levi, Mayer, McLaughlin, McNamara, Morris, Nahum, Newcombe, Panizzutti, Prakash, Rizzo, Schubert, Seitz, Short, Singh, Slotta, Strobach, Thomas, Tipton, Tong, Vlach, Wetherell, Wexler, & Witt (2018), “Improving Methodological Standards in Behavioral Interventions for Cognitive Enhancement”, Journal of Cogntive Enhancemnet, in press

Pahor, Jaeggi, Seitz (2018), “Validation of a Matrix Reasoning Task for Mobile Devices diseases”, Behavior Research Methods, in press

Maniglia & Seitz (2018), “A new look at visual system plasticity”, Trends in Cognitive Psychology, in press

Thurman, Maniglia, Davey, Biles, Visscher, Seitz (2018), “Multi-line Adaptive Perimetry (MAP): A new procedure for quantifying visual field integrity for rapid assessment of macular diseases”, Translational Vision Science and Technology, in press

Gallun, Seitz, Eddins, Molis, Stavropoulos, Jakien, Kampel, Diedesch, Hoover, Bell, Souza, Sherman, Calandruccio, Xue, Tarleb, Sebena, Srinivasan (2018), “Development and validation of Portable Automated Rapid Testing (PART) measures for auditory research”, Proceedings of Meetings on Acoustics, 33, 050002

Karvelis, Seitz, Lawrie, Series (2018), “Autistic traits, but not schizotypy, predict increased weighting of sensory information in Bayesian visual integration”, eLife, in press

Wenliang & Seitz (2018), “Deep neural networks for modeling visual perceptual learning”, Journal of Neuroscience, in press

Maniglia, Thurman Davey, & Seitz (2018), ” Effect of Varying Levels of Glare on Contrast Sensitivity Measurements of Young Healthy Individuals Under Photopic and Mesopic Vision “, Frontiers in Psychology, in press

Sotiropoulos, Seitz & Series (2018), “Performance-monitoring integrated reweighting model of perceptual learning”, Vision Research, in press

Pahor, Jaeggi & Seitz (2018), “Brain Training”, eLS, in press

Pazzani, Feghahati, Shelton & Seitz(2018), “Explaining Contrasting Categories”, Workshop on Explainable Smart Systems (ExSS) at Intelligent User Interfaces

Narender, Salazar, McDevitt & Seitz(2018), “Does Napping Boost Benefits of Brain-Training for Working Memory?”, UCR Undergraduate Research Journal, 12(1), p75-82

Cohen Hoffing, Karvelis, Rupprechter, Series & Seitz (2018), “The Influence of Feedback on Task-Switching Performance: A Drift Diffusion Modeling Account”, Frontiers in Integrative Neuroscience, in press



Maniglia & Seitz (2017), “Towards a whole brain model of Perceptual Learning “, Current Opinion in Behavioral Sciences, in press

Seitz (2017), “A new framework of design and continuous evaluation to improve brain training “, Journal of Cognitive Enhancement, in press

Seitz (2017), “Primer: Perceptual Learning”, Current Biology, in press

Seitz (2017), “Generalizable Learning: Practice Makes Perfect – But at What?”, Current Biology, in press

Mohammed, Flores, Deveau, Cohen Hoffing, Phung, Parlett, Sheehan, Lee, Au, Buschkuehl, Zordan, Jaeggi, & Seitz (2017), “The Benefits and Challenges of Implementing Motivational Features to Boost Cognitive Training Outcome”, Journal of Cognitive Enhancement, in press

Protopapas, Mitsi, Koustoumbardis, Tsitsopoulou, Leventi, Seitz (2017), “Incidental orthographic learning during a color detection task”, Cognition, in press

Waris, Soveri, Ahti, Hoffing, Ventus, Jaeggi, Seitz, Laine (2017), “A Latent Factor Analysis of Working Memory Measures Using Large-Scale Data”, Frontiers in Psychology, in press



Thurman, Davey, McCray, Paronian and Seitz (2016), “Predicting Individual Contrast Sensitivity Functions from Acuity and Letter CS Measurements”, Journal of Vision, in press

Bays, Turk-Browne and Seitz (2016), “Dissociable behavioral outcomes of visual statistical learning”, Visual Cognition, Vol. 23 , Iss. 9-10, 2015

Zhou, Nanez, Zimmerman, Holloway, Seitz (2016), “Two Visual Training Paradigms Associated with Enhanced Critical Flicker Fusion Threshold”, Frontiers in Psychology, in press

Butler, Thompson, Seitz, Deveau, Silverstein (2016), “Visual Perceptual Remediation for Individuals with Schizophrenia: Rationale, Method, and Three Case Studies”, Psychiatric Rehabilitation Journal, in press



Green and Seitz (2015), “The Impacts of Video Games on Cognition (and How the Government Can Guide the Industry) “, Policy Insights from the Behavioral and Brain Sciences, in press

Talluri, Hung, Seitz, and Seriès (2015), “Confidence-based integrated reweighting model of task-difficulty explains location-based specificity in perceptual learning”, Journal of Vision, in press

Gori, Seitz, Ronconi, Franceschini, and Facoetti (2015), “Multiple causal links between magnocellular-dorsal pathway deficit and developmental dyslexia”, Cerebral Cortex , in press

Bays, Visscher, Le Dantec and Seitz (2015). “Alpha-Band EEG Activity in Perceptual Learning”, Journal of Vision, Vol.15, 7, p. 1072-1097

Barakat, Seitz and Shams (2015). “Visual Rhythm Perception Improves Through Auditory, But Not Visual, Training”, Current Biology, Vol. 25, Issue 2, R60-R61

Gekas, Seitz, and Series (2015). “Expectations developed over multiple timescales facilitate visual search performance”, Journal of Vision, in press.

Kim, Seitz, Watanabe (2015). “Visual perceptual learning by operant conditioning training follows rules of contingency”, Visual Cognition, in press

Deveau, Jaeggi, Zordan, Phung, and Seitz (2015). “How to build better memory training games”, Frontiers in Systems Neuroscience, doi: 10.3389/fnsys.2014.00243

Hoffing and Seitz (2015). “Pupillometry as a glimpse into the neurochemical basis of human memory encoding”, Journal of Cognitive Neuroscience, Vol. 27, No. 4: 765-774



Hung and Seitz (2014). “Prolonged Training at Threshold Promotes Robust Retinotopic Specificity in Perceptual Learning”, Journal of Neuroscience, 34(25): 8423-8431

Leclercq, Hoffing, Seitz (2014). “Uncertainty in fast-task-irrelevant perceptual learning boosts learning of images in women but not men.”, Journal of Vision, 14(12):26, 1-12

Deveau and Seitz (2014). “Applying Perceptual Learning to achieve practical changes in vision.”, Frontiers in Psychology, doi: 10.3389/fpsyg.2014.01166

Sotiropoulos, Seitz, Series (2014). “Contrast dependency and prior expectations in human speed perception”, Vision Research, Vol 97, 16-23

Deveau, Lovcik, and Seitz (2014). “Applications of Perceptual Learning to Ophthalmology”, Ophthalmology

Deveau, Lovcik, and Seitz (2014). “The therapeutic benefits of perceptual learning”, Current Trends in Neurology, Vol 7, 39-49.

Yarrow, Razak, Seitz, and Series (2014). “Detecting and Quantifying Topography in Neural Maps”, PLoS ONE, DOI: 10.1371/journal.pone.0087178

Deveau, Ozer and Seitz (2014). “Improved Vision and On Field Performance in Baseball through Perceptual Learning”, Current Biology, 24(4), R146-7

Leclercq, Le Dantec, and Seitz (2014). “Encoding of episodic information through fast Task-Irrelevant Perceptual Learning”, Vision Research, Jun;99:5-11.

Deveau, Lovcik, and Seitz (2014). “Broad-based visual benefits from training with an integrated perceptual-learning video game”, Vision Research, Jun;99:134-40.



Series and Seitz (2013). “Learning what to expect (in visual perception)”, Frontiers in Human Neuroscience, doi: 10.3389/fnhum.2013.00668

Holloway, Nanez and Seitz (2013). “Word-decoding as a function of temporal processing in the visual system”, PLoS ONE, DOI: 10.1371/journal.pone.0084010

Barakat, Seitz, and Shams (2013). “The effect of statistical learning on internal stimulus representations: Predictable items are enhanced even when not predicted”, Cognition, Volume 129, Issue 2, November 2013, Pages 205–21

Gekas, Chalk, Seitz, and Series (2013). “Complexity and specificity of experimentally induced expectations in motion perception”, Journal of Vision, 13(4):8, 1-18.

Hládek, Le Dantec, Kopčo, and Seitz (2013). “Ventriloquism effect and aftereffect in the distance dimension”, Proceedings of Meetings on Acoustics, 19, 050042:1-6.

Welch and Seitz (2013). “Processing Irrelevant Location Information: Practice and Transfer Effects in a Simon task”, PLoS ONE, Vol. 8(7), 1-7.

Jackson, Cook, Seitz (2013). “Context is quick, knowledge is slow: rapid time-course of contextual modulations in the horizontal-vertical illusion”, Perception and Motor Skills, in press.

Seitz (2013). “Cognitive Neuroscience: Targeting Neuroplasticity with Neural Decoding and Biofeedback”, Current Biology, 23(5), R210-R212



Le Dantec and Seitz (2012). “High Resolution, High Capacity, Spatial Specificity in Perceptual Learning”, Frontiers in Psychology, July 3(222), 1-7.

Leclercq and Seitz (2012). “Enhancement from targets and suppression from cues in fast task-irrelevant perceptual learning”, Acta Psychologica, Sept 141(1), 31-8.

Leclercq and Seitz (2012). “Fast-TIPL Occurs for Salient Images Without a Memorization Requirement in Men but not in Women”, PLoS ONE, Apr 7(4):e36228. Epub 2012.

Leclercq and Seitz (2012). “The impact of orienting attention in fast task-irrelevant perceptual learning”, Attention, Perception, & Psychophysics, May;74(4):648-60.

Kaufman, Green, Seitz, and Burgess (2012). “Using a Self-Organizing Map (SOM) and the Hyperspace Analog to Language (HAL) model to identify patterns of syntax and structure in the songs of humpback whales”, International Journal of Comparative Psychology, 25, 237-275.

Le Dantec, Melton and Seitz (2012). “A triple dissociation between learning of target, distractors and spatial contexts”, Journal of Vision, Feb 3;12(2).

Vlahou, Protopapas, Seitz, (2012). “Implicit Training of Nonnative Speech Stimuli”, Journal of Experimental Psychology: General, May;141(2):363-81.

Leclercq and Seitz (2012 ). “Fast task-irrelevant perceptual learning is disrupted by sudden onset of central task elements”, Vision Research, May 15;61:70-6. Epub 2011 Jul 24.



Sotiropoulos, Seitz, Series (2011). “Changing expectations about speed alters perceived motion directions”, Current Biology, Volume 21, Issue 21, R883-R884.

Seitz (2011). “Perceptual Learning; Stimulus Specific Learning From Low-level Visual Plasticity?”, Current Biology, Volume 21, Issue 19, R814-R815

Shams, Wozny, Kim, Seitz (2011). “Influences of multisensory experience on subsequent unisensory processing“, Frontiers in Perception Science, 2:264. doi: 10.3389/fpsyg.2011.00264.

Yotsumoto, Seitz, Shimojo, Sakagami, Watanabe, Sasaki (2011). “Performance dip in motor response induced by task-irrelevant weaker coherent visual motion signals”, Cerebral Cortex, Aug, 22 (8), 1887-93.

Batson, Beer, Seitz, Watanabe (2011). “Spatial Shifts of Audio-visual Interactions by Perceptual Learning Are Specific to the Trained Orientation and Eyes”, Seeing and Perceiving, 24(6):579-94.

Hung and Seitz (2011). “Retrograde Interference in Perceptual Learning of a Peripheral Hyperacuity Task“, PLoS ONE 6(9): e24556. doi:10.1371/journal.pone.0024556

Seitz (2011). “Task-Irrelevant Perceptual Learning”, Encyclopedia of the Sciences of Learning, in press.

Grady, Jolly, Seitz (2011). “Segmentation from a box”, International Conference on Computer Vision, 2011.

Sotiropoulos, Seitz, Series (2011). “Perceptual learning in visual hyperacuity: A reweighting model”, Vision Research, Volume 51, Issue 6 25 March 2011, Pages 585-599.



Dobres and Seitz (2010). “Perceptual Learning of Oriented Gratings as Revealed by Classification Images“, Journal of Vision, Vol. 10, No. 13, DOI: 10.1167/10.13.8 .

Chalk*, Seitz*, Series (2010). “Rapidly learned stimulus expectations alter perception of motion“, Journal of Vision, Vol. 10, No. 8, DOI: 10.1167/10.8.2.

Seitz (2010). “Sensory Learning: Rapid Extraction of Meaning from Noise“, Current Biology, Volume 20, Issue 15, R643-R644

Franko, Seitz, Vogels (2010). “Dissociable neural effects of long term stimulus-reward pairing in macaque visual cortex“, Journal of Cognitive Neuroscience, July 2010, Vol. 22, No. 7, Pages 1425-1439.

Seitz*, Protopapas*, Tsushima*, Vlahou, Gori, Grossberg, Watanabe (2010). “Unattended exposure to components of speech sounds yields same benefits as explicit auditory training“, Cognition, Vol. 115, No. 3, Pages 435-443.

Pilly, Grossberg, Seitz (2010). “Low-level sensory plasticity during task-irrelevant perceptual learning: Evidence from conventional and double training procedures“, Vision Research ,Vol. 50, No. 4, Pages 424-432.



Seitz and Watanabe (2009). “The Phenomenon of Task-Irrelevant Perceptual Learning“, Vision Research, Vol. 49, No. 21, Pages 2604-2610.

Choi, Seitz, Watanabe (2009). “When Attention Interrupts Learning: Inhibitory Effects of Attention on TIPL“, Vision Research, Vol. 49, No. 21, Pages 2586-2590.

Kim, Seitz, Feenstra, Shams (2009). “Testing Assumptions of Statistical Learning: Is it Long-term and Implicit?“, Neuroscience Letters, Vol. 461, No. 2, Pages 145-149

Pilly and Seitz (2009). “What a difference a parameter makes: a psychophysical comparison of random dot motion algorithms“, Vision Research, Vol. 49, No. 13, Pages 1599-1612.

Seitz*, Kim*, Watanabe (2009). “Rewards Evoke Learning of Unconsciously Processed Visual Stimuli in Adult Humans“, Neuron, March, 12; 61, 700-7



Seitz and Watanabe (2008). “Is Task-Irrelevant Learning really Task-Irrelevant?“, PLoS ONE, 3(11): e3792. doi:10.1371/journal.pone.0003792

Shams and Seitz (2008). “Benefits of multisensory learning“, Trends in Cognitive Science, Nov (Vol 12(11) 411-417

Seitz, Pilly, Pack (2008). “Interactions between contrast and spatial displacement in visual motion processing“, Current Biology, Oct 14;18(19):R904-6

Tsushima*, Seitz*, Watanabe (2008). “Task-irrelevant learning occurs only when the irrelevant feature is weak“, Current Biology, Jun (Vol 18 (12) R516-7)

Kim*, Seitz*, and Shams (2008). “Benefits of Stimulus Congruency for Multisensory Facilitation of Visual Learning“, PLoS ONE, 3(1): e1532. doi:10.1371/journal.pone.0001532



Nishina*, Seitz*, Kawato, Watanabe (2007). “Effect of spatial distance to the task stimulus on task-irrelevant perceptual learning of static Gabors“, Journal of Vision, 7(13):2, 1-10

Seitz, Kim, Van Wassenhove, and Shams (2007). “Simultaneous and Independent Acquisition of Multisensory and Unisensory Associations“, Perception, 36, 1445 – 1453

Seitz and Dinse (2007). “A common framework for perceptual learning“, Current Option in Neurobiology, April (17(2) 148-153).



Seitz, Nanez, Holloway, and Watanabe (2006). “Perceptual learning of motion leads to faster flicker perception“, PLoS ONE, 1(1): e28. doi:10.1371/journal.pone.0000028

Seitz, Nanez, Holloway, Tsushima, and Watanabe (2006). “Two cases requiring external reinforcement in perceptual learning“, Journal of Vision, 6(9), 966-973

Seitz*, Kim*, Shams (2006). “Sound Facilitates Visual Learning“, Current Biology, Jul (Vol 16 (14) 1422-1427)

Lee*, Seitz*, Assad (2006). “Activity of Tonically Active Neurons in the Monkey Putamen During Initiation and Withholding of Movement“, J.Neurophys, Jan 11; 95:2391-2403



Seitz and Watanabe (2005). “A unified model for perceptual learning“, Trends in Cognitive Science, Jul (Vol 9(7) 329-334).

Seitz*, Yamagishi*, Werner*, Goda, Kawato, Watanabe (2005). “Task specific disruption of perceptual learning“, PNAS, Oct 3; 10.1073/pnas.0505765102

Seitz, Lefebvre, Watanabe, Jolicoeur (2005). “The requirement of high-level processing in subliminal learning“, Current Biology, Sept 20;15(18):R753-5

Seitz, Nanez, Holloway, Koyama, Watanabe (2005). “Seeing what is not there shows the costs of perceptual learning“, PNAS, Jun 21;102(25):9080-5

Seitz, Nanez, Holloway, Watanabe (2005). “Visual experience can substantially alter critical flicker fusion thresholds“, Hum Psychopharm, Jan;20(1):55-60.



Grossberg and Seitz (2003). “Laminar Development of Receptive Fields, Maps, and Columns in Visual Cortex: The Coordinating Role of the Subplate.”, Cerebral Cortex, Aug (Vol (8): 852-863).

Seitz and Watanabe (2003). “Is subliminal learning really passive?“, Nature, (Vol 422(6927): 36).



Mazzoni, Loftus, Seitz, and Lynn, (1999). “Changing beliefs and memories through dream Interpretation.”, Applied Cognitive Psychology, Apr (Vol 13(2): 125-144).