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Our work falls under four (and counting) ongoing projects, investigating learning, attention, memory and perception!

To learn more about these projects, click below...

Competition in memory

Tension in the brain

As we navigate our world, we are confronted with a barrage of incoming sensory information, knowledge and experiences. Despite having a relatively limited amount of neural tissue with which to store this information in memory, we still manage to boast a seemingly infinite capacity for learning new information! How is this accomplished? Our brains achieve this feat by using partially overlapping populations of neurons to encode representations of the things that we learn. As a direct consequence, memories vary in the degree to which they overlap with one another, and the more they overlap, the more competition there is between them. In our more recent work, we explore how these memory representations compete with one another during learning, and what sort of changes this causes: Do the two memories integrate with one another? Do they differentiate? What the consequences of these changes for later retrieval?

Related publications ...

2021

Increasing stimulus similarity drives nonmonotonic representational change in hippocampus.

bioRxiv

Wammes, J. D.
Norman, K. A.
Turk-Browne, N. B.

2020

Synthesizing images with deep neural networks to manipulate representational similarity and induce representational change.

Journal of Vision, 19(10), 202d-202d

Wammes, J. D.
Norman, K. A.
Turk-Browne, N. B.

2019

Relating visual production and recognition of objects in human visual cortex.

bioRxiv, 724294

Fan, J. E.
Wammes, J. D.
Gunn, J. B.
Yamins, D. L.
Norman, K. A.
Turk-Browne, N. B.

Synthesizing images from deep neural networks to map the hierarchy of feature complexity in human visual cortex.

Journal of Vision, 20(11), 556

Wammes, J. D.
Peng, K.
Norman, K. A.
Turk-Browne, N. B.

Drawing and memory

The purpose of expression

The memory literature is filled with examples of tasks or activities that one can engage in to improve or solidify their memory. A theme that recurs is that activities that encourage multimodal processing (e.g. audio/visual, visual/motor) will bolster one’s memory performance and that when some information becomes distinct from the remaining information, it becomes more memorable. With this in mind, we investigated the idea that drawing would improve memory dramatically - both because of its multimodal nature, and because it is a relatively distinctive action. Across many types of information (e.g. pictures, words, definitions), we discovered that drawing was associated with clear, robust and reliable memory benefits. In a recent collaboration, we discovered that repetitive drawing was associated with more distinct patterns of connectivity within visual cortex. In this ongoing project, we are following up on these findings, to determine the critical underlying mechanisms that make drawing such an influential activity, as well as how this power can be harnessed to benefit learning in real-world environments.

Related publications ...

2021

Drawing and memory: Using visual production to alleviate concreteness effects.

Psychonomic bulletin & review, 28(1), 259-267

Roberts, B. R. T.
Wammes, J. D.

2020

Relating visual production and recognition of objects in human visual cortex.

Journal of Neuroscience, 40(8), 1710-1721

Fan, J.E.
Wammes, J. D.
Gunn, J. B.
Yamins, D. L. K.
Norman, K. A.
Turk-Browne, N. B.

2019

Relating visual production and recognition of objects in human visual cortex.

bioRxiv, 724294

Fan, J. E.
Wammes, J. D.
Gunn, J. B.
Yamins, D. L.
Norman, K. A.
Turk-Browne, N. B.

Drawing improves memory: The importance of multimodal encoding context.

Cognition, 191, 103955

Wammes, J. D.
Jonker, T. R.
Fernandes, M. A.

Comparing the influence of doodling, drawing, and writing at encoding on memory.

Canadian Journal of Experimental Psychology, 73, 28-36

Meade, M. E.
Wammes, J. D.
Fernandes, M. A.

2018

Task preparation as a mnemonic: The benefits of drawing (and not drawing).

Psychonomic Bulletin and Review, 25, 2365-2372.

Wammes, J. D.
Roberts, B. R.
Fernandes, M. A

Drawing enhances item information but undermines sequence information in memory.

Journal of Experimental Psychology: Learning, Memory and Cognition, 45, 689-699.

Jonker, T. R.
Wammes, J. D.
MacLeod, C. M.

Drawing as an encoding tool: Memorial benefits in younger and older adults.

Experimental Aging Research, 44, 369-396.

Meade, M. E.
Wammes, J. D.
Fernandes, M. A.

The surprisingly powerful influence of drawing on memory.

Current Directions in Psychological Science, 27, 302-308.

Fernandes, M. A.
Wammes, J. D.
Meade, M. E.

Creating a recollection-based memory through drawing.

Journal of Experimental Psychology: Learning, Memory, and Cognition, 44, 734-751.

Wammes, J. D.
Meade, M. E.
Fernandes, M. A.

2017

Learning terms and definitions: Drawing and the role of elaborative encoding.

Acta Psychologica, 179, 104-113.

Wammes, J. D.
Meade, M. E.
Fernandes, M. A

2016

The drawing effect: Evidence for reliable and robust memory benefits in free recall.

The Quarterly Journal of Experimental Psychology, 69, 1752-1776.

Wammes, J. D.
Meade, M. E.
Fernandes, M. A.

Zoning out

Inattention in the classroom

Despite our best efforts, we often find our thoughts drifting away from the activity or task we are currently engaged with, and toward unrelated thoughts and concerns. For example, you might start thinking about what to eat for dinner while reading a book, or alternatively, about your plans for the weekend while attending a lecture. These instances of mind wandering are ubiquitous, and so it is important to understand what precipitates them, how frequently they occur, and how their (often negative) consequences might be mitigated. In this ongoing project, we conduct experiments both in the laboratory and in real-world educational settings to characterize and measure rates of off-task thought. Moreover, we explore the short- and long-term impacts of off-task thought on learning. In ongoing work, we are using a set of downloadable applications to quantify and try to reduce rates of mind wandering in undergraduate students during their actual university lectures.

Related publications ...

2020

The sound of inattention: Predicting mind wandering with automatically derived features of instructor speech.

International conference on artificial intelligence in education, 204-215

Gliser, I.
Mills, C.
Bosch, N.
Smith, S.
Smilek, D.
Wammes, J.D.

2019

Disengagement during lectures: Media multitasking and mind wandering in university classrooms.

Computers & Education, 132, 76-89

Wammes, J. D.
Ralph, B. C. W.
Mills, C.
Bosch, N.
Duncan, T. L.
Smilek, D.

2018

Quantifying classroom instructor dynamics with computer vision. In C. Rosé, R. Martínez-Maldonado, H. U. Hoppe, R. Luckin, M. Mavrikis, K. Porayska-Pomsta, … B. du Boulay (Eds.)

Proceedings of the 19th International Conference on Artificial Intelligence in Education (AIED 2018). (pp. 30-42).

Bosch, N.
Mills, C.
Wammes, J. D.
Smilek, D.

On the Clock: Evidence for the Rapid and Strategic Modulation of Mind Wandering.

Psychological Science, 29, 1247-1256.

Seli, P.
Carriere, J.
Wammes, J. D.
Risko, E. F.
Schacter, D. L.
Smilek, D.

2017

Examining the influence of lecture format on degree of mind wandering.

Journal of Applied Research in Memory and Cognition, 6, 174-184.

Wammes, J. D.
Smilek, D.

Wandering minds and wavering goals: Examining the relation between mind wandering and grit in everyday life, the laboratory, and the classroom.

Canadian Journal of Experimental Psychology, 71, 120-132.

Ralph, B. C. W.
Wammes, J. D.
Barr, N.
Smilek, D.

2016

Mind wandering during lectures I: Changes in rates across an entire semester.

Scholarship of Teaching and Learning in Psychology, 2, 13-32.

Wammes, J. D.
Boucher, P. O.
Seli, P.
Cheyne, J. A.
Smilek, D.

Mind wandering during lectures II: Relation to academic performance.

Scholarship of Teaching and Learning in Psychology, 2, 33-48.

Wammes, J. D.
Seli, P.
Cheyne, J. A.
Boucher, P. O.
Smilek, D.

Multitasking

The perils of doing two things at once

It is no secret that our memories are prone to distortion, forgetting, and perhaps most frequently, interference from other memories! In this ongoing project, we explore the fragility of memory, and its susceptibility to interference from distraction and divided attention. We have found that when two tasks are completed simultaneously, they will interfere with one another most strongly under a very specific set of conditions. Specifically, when both tasks require the same type of processing (e.g. visuospatial, semantic, motor), one will be less successful at the task! We have primarily shown this to be true when a distracting task is imposed while one is trying to retrieve previously-learned information from memory. While it is important to understand the consequences of this competition between tasks, our findings also point to an approach for protecting memory from disruption and interference. That is, if we encourage people to process information in an additional way while learning - like incorporating movement or deeply processing meaning - the impact of dual-task interference is greatly attenuated.

Related publications ...

2017

The residual protective effects of enactment.

Cognition, 184, 87-101.

Wammes, J. D.
Fernandes, M. A

2016

Interfering with free recall of words: Detrimental effects of phonological competition.

Neuropsychologia, 90, 59-71.

Fernandes, M. A
Wammes, J. D.
Priselac, S.
Moscovitch, M.

Interfering with memory for faces: The cost of doing two things at once.

Memory, 24, 184-203.

Wammes, J. D.
Fernandes, M. A.

2013

Representation of linguistic information determines its susceptibility to memory interference.

Brain Sciences, 3, 1244-1260.

Fernandes, M. A.
Wammes, J. D.
Hsiao, J. H.

Other

Chapters and papers that don't quite fit in the other categories.

Related publications ...

2021

Studying episodic memory using real-time fMRI

fMRI Neurofeedback, (pp. 107-130).

Wammes, J. D.
Lin, Q
Norman, K. A.
Turk-Browne, N. B.