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Publications
2025
Cao, Q., Smith-Flores, A., Zhou, J., Perez, J., & Feigenson, L. (2025). Violations of social expectations enhance infants’ learning.
Cognition
,
264
, 106227.
Halberda, J. (under review). There is no such thing as a Just Noticeable Difference (JND).
Cao, Q., Mears, A., & Feigenson, L. (2025). Infants recognize the negative impact of phone distraction on performance.
Infancy
,
30
(2), e70015.
2024
Cao, Q., & Feigenson, L. (2024). Children’s representation of coincidence.
Cognition
,
250
, 105854.
Cesana-Arlotti, N., & Halberda, J. (2024). A continuity in logical development: Domain-general disjunctive inference by toddlers.
Open Mind
,
8
, 809–825.
Stahl, A. E., & Feigenson, L. (2024). Young children distinguish the impossible from the merely improbable.
Proceedings of the National Academy of Sciences
,
121
(46), e2411297121.
2023
Stahl, A. E., Pareja, D., & Feigenson, L. (2023). Early understanding of ownership helps infants efficiently organize objects in memory.
Cognitive Development
,
65
, 101274.
2022
Perez, J., & Feigenson, L. (2022). Violations of expectation trigger infants to search for explanations.
Cognition
,
218
, 104942.
Smith-Flores, Alexis S., and Lisa Feigenson. “Yay! Yuck!” toddlers use others’ emotional responses to reason about hidden objects.
Journal of Experimental Child Psychology
221 (2022): 105464.
Wang, J., & Feigenson, L. (2022). What aspects of counting help infants attend to numerosity?.
Infancy
.
2021
Kanjlia, S., Feigenson, L., & Bedny, M. (2021). Neural basis of approximate number in congenital blindness.
Cortex
,
142
, 342-356.
Perez, J., & Feigenson, L. (2021). Stable individual differences in infants’ responses to violations of intuitive physics.
Proceedings of the National Academy of Sciences
,
118
(27).
Smith-Flores, A. S., & Feigenson, L. (2021). Preschoolers represent others’ false beliefs about emotions.
Cognitive Development
,
59
, 101081.
Smith‐Flores, A. S., Perez, J., Zhang, M. H., & Feigenson, L. (2022). Online measures of looking and learning in infancy.
Infancy
,
27
(1), 4-24.
Wang, J., Halberda, J., & Feigenson, L. (2021). Emergence of the link between the Approximate Number System and symbolic math ability.
Child development
,
92
(2), e186-e200.
Wang, J., & Feigenson, L. (2021). Dynamic changes in numerical acuity in 4‐month‐old infants.
Infancy
,
26
(1), 47-62.
2020
Silver, A. M., Stahl, A. E., Loiotile, R., Smith-Flores, A. S., & Feigenson, L. (2020). When Not Choosing Leads
to Not
Liking: Choice-Induced Preference in Infancy.
Psychological Science
, 0956797620954491.
Gouet, C., Carvajal, S., Halberda, J., & Peña, M. (2020). Training nonsymbolic proportional reasoning in
children
and its effects on their symbolic math abilities.
Cognition, 197
, 104154.
Wang, J. & Feigenson, L. (2020). Dynamic changes in numerical acuity in 4-month-old infants.
Infancy, 00,
1-16.
Gouet, C., Carvajal, S., Halberda, J., & Peña, M. (2020). Training nonsymbolic proportional reasoning
in children
and its effects on their symbolic math abilities.
Cognition, 197,
104154.
Libertus, M. E., Odic, D., Feigenson, L., & Halberda, J. (2020). Effects of Visual Training of
Approximate Number Sense on Auditory Number Sense and School Math Ability.
Frontiers in
Psychology, 11
, 2085.
2019
Halberda, J. (2019). Perceptual input is not conceptual content.
Trends in Cognitive Sciences, 23
(8), 636-638.
Langfus, J., Maiche, A., De León, D., Fitipalde, D., Mailhos, Á., & Halberda, J. (2019).
The Effects of SES,
Grade-
Repeating, and IQ in a Game-Based Approximate Math Intervention.
In Cognitive
Foundations for
Improving Mathematical Learning (pp. 37-67). Academic Press.
Pailian, H., Simons, D. J., Wetherhold, J., & Halberda, J. (2019). Using the flicker task to estimate
visual working
memory storage capacity.
Attention, Perception, & Psychophysics, 82
, 1271–1289.
Elliott, L., Feigenson, L., Halberda,J., & Libertus, M. (2019). Bidirectional, longitudinal association
between math ability and approximate number system precision in childhood.
Journal of
Cognition and Development, (20)
1, 56-74.
Wang, J.J. & Feigenson, L. (2019) Infants recognize counting as numerically relevant.
Developmental
Science.
Wang, J.J. & Feigenson, L. (2019). Is empiricism innate? Preference for nurture over nature in
people’s beliefs about the origins of human knowledge.
Open Mind, (3)
, 89-100.
2018
Kanjlia, S., Feigenson, L., & Bedny, M. (2018). Numerical cognition is resilient to dramatic
changes in
early sensory experience.
Cognition, 179
, 111-120.
Stahl, A. E., & Feigenson, L. (2018). Violations of Core Knowledge Shape Early Learning.
Topics in
Cognitive Science
.
Halberda, J. (2018). Logic in babies. Science, 359(6381), 1214-1215.
Libertus, M. E., Feigenson, L., & Halberda, J. (2018). Infants Extract Frequency Distributions from
Variable Approximate Numerical Information. Infancy, 23(1), 29-44.
Odic, D., Pietroski, P., Hunter, T., Halberda, J., & Lidz, J. (2018). Individuals and non-individuals in
cognition and semantics: The mass/count distinction and quantity representation. Glossa: a
journal of general linguistics, 3(1).
Stahl, A. E., & Feigenson, L. (2018). Infants use linguistic group distinctions to chunk items in
memory.
Journal of experimental child psychology, 172, 149-167.
Wang, J. J., Libertus, M. E., & Feigenson, L. (2018). Hysteresis-induced changes in preverbal
infants’
approximate number precision. Cognitive Development, 47, 107-116.
2017
Kibbe, M.M. & Feigenson, L. (2017). A dissociation between small and large numbers in young
children_s ability to “solve for x” in non-symbolic math problems. Cognition 60, 82-90
Libertus, M. E., Liu, A., Pikul, O., Jacques, T., Cardoso-Leite, P., Halberda, J., & Bavelier, D. (2017). The
impact of action video game training on mathematical abilities in adults. AERA Open,
3(4), 2332858417740857.
Stahl, A. E., & Feigenson, L. (2017). Expectancy violations promote learning in young children.
Cognition, 163, 1-14
Wang, J. J., Halberda, J., & Feigenson, L. (2017). Approximate number sense correlates with math
performance in gifted adolescents. Acta psychologica, 176, 78-84
Wang, J. J., Odic, D., Halberda, J., & Feigenson, L. (2017). Better together: Multiple lines of evidence for a
link between approximate and exact number representations: A reply to Merkley, Matejko,
and Ansari. Journal of Experimental Child Psychology, 153, 168-172.
2016
Odic, D., Lisboa, J. V., Eisinger, R., Olivera, M. G., Maiche, A., & Halberda, J. (2016). Approximate number and
approximate time discrimination each correlate with school math abilities in young children.
Acta
Psychologica, 163,
17-26.
Shusterman, A., Slusser, E., Halberda, J., & Odic, D. (2016). Acquisition of the cardinal principle coincides with
improvement in approximate number system acuity in preschoolers.
PloS one, 11
(4), e0153072.
Kanjlia, S., Lane, C., Feigenson, L., & Bedny, M. (2016). Absence of visual experience modifies the neural
basis of numerical thinking. Proceedings of the National Academy of Sciences, 113(40), 11172-11177.
Kibbe, M.M., & Feigenson, L. (2016). Infants use temporal regularities to chunk objects in memory.
Cognition, 146, 251-263.
Libertus, M. E., Odic, D., Feigenson, L., & Halberda, J. (2016). The precision of mapping between number
words and the approximate number system predicts children’s formal math abilities. Journal of
experimental child psychology, 150, 207-226.
Pailian, H., Libertus, M. E., Feigenson, L., & Halberda, J. (2016). Visual working memory capacity
increases between ages 3 and 8 years, controlling for gains in attention, perception, and executive control
Attention, Perception, & Psychophysics, 78(6), 1556-1573.
Wang, J. J., Odic, D., Halberda, J., & Feigenson, L. (2016). Changing the precision of preschoolers’
approximate number system representations changes their symbolic math performance. Journal of
Experimental Child Psychology, 147, 82-99.
2015
Odic, D., & Halberda, J. (2015). Eye movements reveal distinct encoding patterns for number and cumulative
surface area in random dot arrays.
Journal of vision, 15
(15), 1-15.
Odic, D., Le Corre, M., & Halberda, J. (2015). Children’s mappings between number words and the approximate
number system.
Cognition, 138,
102-121.
Kibbe, M.M. & Feigenson, L. (2015). Young children “solve for x” using the approximate number system.
Developmental Science, 18(1), 38-49.
Libertus, M. E., Odic, D., Feigenson, L., & Halberda, J. (2015). A Developmental Vocabulary Assessment
for Parents (DVAP): Validating parental report of vocabulary size in 2-to 7-year-old children. Journal
of Cognition and Development, 16(3), 442-454.
Stahl, A. E., & Feigenson, L. (2015). Observing the unexpected enhances infants_ learning and
exploration. Science, 348(6230), 91-94
Zosh, J. M., & Feigenson, L. (2015). Array heterogeneity prevents catastrophic forgetting in infants.
Cognition, 136, 365-380.
2014
Tosto, M. G., Petrill, S. A., Halberda, J., Trzaskowski, M., Tikhomirova, T. N., Bogdanova, O. Y., … & Plomin, R.
(2014). Why do we differ in number sense? Evidence from a genetically sensitive investigation.
Intelligence,
43
, 35-46.4
Kibbe, M.M. & Feigenson, L. (2014) Developmental origins of recoding and decoding in memory.
Cognitive Psychology 75, 55-79.
Libertus, M. E., Feigenson, L., Halberda, J., & Landau, B. (2014). Understanding the mapping between
numerical approximation and number words: Evidence from Williams syndrome and typical
development. Developmental science, 17(6), 905-919.
Stahl, A. E., & Feigenson, L. (2014). Social knowledge facilitates chunking in infancy. Child D
evelopment,
85(4), 1477-1490.
2013
Hellgren, K., Halberda, J., Forsman, L., Ådén, U., & Libertus, M. (2013). Compromised approximate number
system
acuity in extremely preterm school‐aged children.
Developmental Medicine & Child
Neurology, 55
(12),
1109-1114.
Feigenson, L., Libertus, M. E., & Halberda, J. (2013). Links between the intuitive sense of number and
formal mathematics ability. Child development perspectives, 7(2), 74-79.
Libertus, M. E., Feigenson, L., & Halberda, J. (2013). Is approximate number precision a stable
predictor
of math ability?. Learning and individual differences, 25, 126-133.
Libertus, M. E., Feigenson, L., & Halberda, J. (2013). Numerical approximation abilities correlate with
and predict informal but not formal mathematics abilities. Journal of Experimental Child
Psychology, 116(4), 829-838.
Moher, M., & Feigenson, L. (2013). Factors influencing infants’ ability to update object
representations
in memory. Cognitive development, 28(3), 272-289.
Odic, D., Libertus, M. E., Feigenson, L., & Halberda, J. (2013). Developmental change in the acuity of
approximate number and area representations. Developmental psychology, 49(6), 1103.
Odic, D., Pietroski, P., Hunter, T., Lidz, J., & Halberda, J. (2013). Young children’s understanding of
“more” and discrimination of number and surface area. Journal of Experimental Psychology:
Learning, Memory, and Cognition, 39(2), 451.
Rosenberg, R. D., & Feigenson, L. (2013). Infants hierarchically organize memory representations.
Developmental science, 16(4), 610-621.
2012
Halberda, J., Ly, R., Wilmer, J. B., Naiman, D. Q., & Germine, L. (2012). Number sense across the
lifespan
as revealed by a massive Internet-based sample. Proceedings of the National Academy
of Sciences, 109(28), 11116-11120.
Libertus, M. E., Odic, D., & Halberda, J. (2012). Intuitive sense of number correlates with math scores
on
college-entrance examination. Acta psychologica, 141(3), 373-379.
Moher, M., Tuerk, A. S., & Feigenson, L. (2012). Seven-month-old infants chunk items in memory.
Journal of experimental child psychology, 112(4), 361-377.
Zosh, J. M., & Feigenson, L. (2012). Memory load affects object individuation in 18-month-old infants.
Journal of Experimental Child Psychology, 113(3), 322-336.
2011
Feigenson, L. (2011). Predicting sights from sounds- 6-month-olds_ intermodal numerical abilities.
Journal of experimental child psychology, 110(3), 347-361.
Libertus, M., Feigenson, L., Halberda, J. (2011). Preschool acuity of the approximate number system
correlates with school math ability. Developmental Science, 14(6), 1292-1300.
Lidz, J., Halberda, J., Pietroski, P., & Hunter, T. (2011). Interface transparency thesis and the
psychosemantics of most. Natural Language Semantics, 19(3), 227-256.
Mazzocco, M. M., Feigenson, L., & Halberda, J. (2011). Impaired acuity of the approximate number
system underlies mathematical learning disability (dyscalculia). Child development, 82(4), 1224-
1237.
Spiegel, C., & Halberda, J. (2011). Rapid fast-mapping abilities in 2-year-olds. Journal of experimental
child psychology, 109(1), 132-140.
Zosh, J.M., Feigenson, L., & Halberda, J.P. (2011). Memory for multiple visual ensembles in infancy.
Journal of Experimental Psychology- General, 140(2), 141-158.
2010
Moher, M., Feigenson, L., & Halberda, J. (2010). A one-to-one bias and fast-mapping support
preschoolers_ learning about faces and voices. Cognitive Science, 34, 719-751.
2009
Pietroski, P., Lidz, J., Hunter, T., & Halberda, J. (2009). The meaning of ‘most’: Semantics, numerosity and
psychology.
Mind & Language, 24
(5), 554-585.
Feigenson, L. & Yamaguchi, M. (2009). Limits on infants’ ability to dynamically update object
representations. Infancy, 14(2), 244-262.
2008
Feigenson, L. (2008). Parallel Enumeration is constrained by a set-based limit. Cognition, 107, 1-18.
Feigenson, L. & Halberda, J. (2008). Conceptual knowledge increases infants’ memory. Proceedings of
the National Academy of Sciences, 105(29), 9926-9930.
Halberda, J., & Feigenson, L. (2008). Developmental change in the acuity of the” Number Sense”: The
Approximate Number System in 3-, 4-, 5-, and 6-year-olds and adults. Developmental psychology, 44(5), 1457.
Halberda, J. & Feigenson, L. (2008). Set representations required. [Commentary] Behavioral and Brain
Sciences, 31, 655-656.
2007
Feigenson, L (2007). Continuity of format and representation in short term memory development.
Chapter to appear in Short- and Long-term Memory in Early Childhood- Taking the First Steps.
Feigenson, L. (2007). The equality of quantity. Trends in Cognitive Sciences, 11(5), 185-187.
Halberda, J., & Goldman, J. (2007). One-trial Learning in 2-year-olds: Children Learn New Nouns in 3
Seconds Flat.
2006
Halberda, J. (2006). Is this a dax which I see before me? Use of the logical argument disjunctive
syllogism supports word-learning in children and adults. Cognitive psychology, 53(4), 310-344.
Halberda, J., Sires, S.F., & Feigenson, L. (2006). Multiple spatially overlapped sets can be enumerated
in
parallel. Psychological Science, 17 (7), 572-576.
Kouider, S., Halberda, J., Wood, J., & Carey, S. (2006). Acquisition of English number marking: The
singular-plural distinction. Language Learning and development, 2(1), 1-25.
2005
Feigenson, L. (2005). A double dissociation in infants’ representation of object arrays. Cognition, 95,
B37-B48.
Feigenson, L. & Carey, S. (2005). On the limits of infants’ quantification of small object arrays.
Cognition, 97, 295-313.
2004
Feigenson, L. & Halberda, J. (2004). Infants chunk object arrays into sets of individuals. Cognition.
Feigenson, L., Dehaene, S., & Spelke, E.S. (2004). Core systems of number.Trends in Cognitive Sciences
(8), 7, 307-314.
2003
Feigenson, L. & Carey, S. (2003). Tracking individuals via object-files- Evidence from infants’ manual
search. Developmental Science, 6, 568-584.
Halberda, J. (2003). The development of a word-learning strategy. Cognition, 87, B23- B34.
2002
Feigenson, L., Carey, S., Spelke, E.S. (2002). Infants’ discrimination of number vs. continuous extent.
Cognitive Psychology, 44, 33-66.
Feigenson, L., Carey, S., & Hauser, M. (2002). The representations underlying infants’ choice of more-
Object-files versus analog magnitudes. Psychological Science, 13, 150-156.
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