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ASSOCIATIONA
L PATTERNS
BETWEEN
LETTERS AND
COLORS
Laura Mariah Herman |Vision Sciences Lab, Department of Psychology, Harvard
University, Cambridge, MA 02138, USA
Pine Crest School, Fort Lauderdale, FL
BACKGROUND
• Synesthesia: inherent blending
  of the senses.
  – Grapheme-color is most common:
    letters/numbers→colors
  – Each synesthete associates each letter with
    different colors
  – Caused by excess neuronal connections per
    mutated enzyme
  – Single nucleotide polymorphism (16th
    chromosome)
Welcome to my world
of synesthesia!

Welcome to my world
of synesthesia!
QUESTION

What causes certain letters to
 be associated with certain
          colors?       Why is this A
                              red?
MATERIALS & METHODS
• Color frequency (wavelengths) compared
  to letter frequency (%)
• Synesthete color charts collective of
  synesthetes of the language (color the
  majority of synesthetes associated with
  each letter was used)
• English: dictionary vs. Brown Corpus
  (better cross-section of English language)
  vs. children’s books (synesthetic
  associations form as the subject learns the
SYNESTHETE COLOR
 CHARTS
English         German




          Spanish
            0    0    0    0    0    2    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    0    0    0    0    0   0    0   0   0    0    0   0    0    1   0
            0    0    0    0    0    0    0    0   1    0   0   0    0    0   0    0    0   0
            0    0    0    0    0    0    0    1   0    0   0   0    1    1   0    0    0   1
            0    0    1    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    1    0    0    0    1    1   0    0   0   1    0    1   0    0    0   0
            0    0    0    0    0    1    1    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    3    2    2    0    0   0    2   0   0    0    1   0    1    0   0
            5    0    3    0    1    0    0    0   2    3   1   1    2    3   1    0    1   0
            0    0    0    0    0    0    3    0   0    0   0   0    0    0   0    0    1   0
            0    0    1    0    1    3    0    1   0    0   2   0    0    0   0    1    1   0
            0    0    0    0    0    0    0    0   0    0   0   1    0    0   0    0    1   0
            0    0    0    0    0    0    0    1   0    1   1   2    1    1   0    0    2   0
            0    0    0    1    0    1    0    0   3    0   0   0    0    2   0    0    0   0
            0    0    0    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            1    0    0    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    2    1    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    1    0    0    3    0    0    0   0    0   0   0    3    0   0    2    0   0
            5    2    1    0    1    0    1    1   0    0   1   0    2    2   0    3    0   0
            0    0    1    0    0    0    1    2   0    0   0   0    0    0   0    0    0   0
            0    0    0    0    0    0    1    1   0    0   0   0    0    0   1    0    0   0
            1    2    1    1    0    1    1    0   0    1   1   3    0    0   0    0    1   0
            0    0    0    0    0    1    0    0   0    0   0   1    1    0   0    0    0   0
            0    0    0    0    0    0    0    0   0    1   0   0    0    0   0    0    0   0
            0    0    0    3    0    0    1    0   1    1   0   0    0    0   0    0    0   3
            0    3    0    0    0    0    1    0   0    1   1   0    1    0   2    3    0   3
            0    3    1    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    1    0    1    0    0    0   0    0   0   0    1    0   0    0    0   0
            0    1    1    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    0    0    0    0    0   0    0   0   0    0    0   0    0    0   0
            0    0    0    1    0    0    0    0   0    0   0   0    0    0   1    0    0   0
            0    0    0    0    0    0    0    0   0    0   1   0    0    0   0    0    0   0
            0    0    0    0    0    0    0    1   0    0   0   0    0    0   1    0    0   0
            0    0    0    0    0    0    0    1   0    0   0   0    0    2   3    0    2   0
           12   12   12   11   10   11   11   11   7   10   8   9   12   13   9   10   10   7
DATA: FIGURE 1 (ENGLISH
DICTIONARY)
                                    Synesthetic Associational Pattern between             R2=
                                                                                        R² = 0.659
1000                                              Frequencies                             0.6597
Color wavelength (nm)




                        300
                              0.1                1                                10                 100
                                                Frequency in the English Language (%)
DATA: FIGURE 2 (BROWN
CORPUS)




                        R2=
                        0.45299
DATA: FIGURES 3 AND 4
                              (SPANISH/GERMAN)
                               Synesthetic Associational Pattern
                              Between Frequencies in the Spanish                                                r² = 0.47
                                          Language
                        700
Color wavelength (nm)




                        600
                        500
                        400
                        300
                        200
                        100
                          0
                          0.01         0.1             1                                    10
                                      Frequency in the Spanish Language (%)                         Synesthetic Associational Pattern
                                                                                                   Between Frequencies in the German
                                                                                                               Language
                                                                                          700
                                                                  Color wavelength (nm)




                                                                                          600
                                                                                          500
                                                                                          400
                                                                                          300
                                                                                          200
                                                                                          100
                                                                                            0
                                                  r² = 0.72
                                                                                            0.01          0.1               1                 10
                                                                                                           Frequency in the German Language (%)
DATA: FIGURE 5 (CHILDREN’S
BOOKS)
                             Synesthetic Associational Pattern Between
                                 Frequencies in Children's Books                    R² =
                                                                               R² = 0.565
                          1000                                                      0.5656
  Color Wavelength (nm)




                           100
                                 0   2       4       6             8      10   12           14
                                                   Letter Frequency (%)
NEUROPHYSIOLOGICAL
THEORY
• From data, theorized which “color” and “letter” areas of the
  brain are fused in synesthetes
• V4- color center in occipital lobe
   – Previously suggested by fMRIs of synesthetes
   – Columnar structure of neurons organized by
     long, middle, short wavelength cone signals as matches
     previous data
   – Neuron preference for more saturated colors as well as
     long-wavelength colors
• Left Middle Temporal Gyrus (LMTG)- semantic
  processing/sensory integration
   – Lends itself to functional neuroconnections
   – Core component of individuality of semantic system
V4 and the LMTG. They are closely situated, as
  supports the theory of their connectivity in
                 synesthetes.
DISCUSSION AND
  APPLICATIONS
• First synesthetic color/letter association pattern
  found
• Mapping of not only synesthetic
  connections, but also V4/LMTG (perhaps the
  largely uncharted LMTG is organized
  according to frequency of letters, etc.)
• Induce (visual memory, artistic talent)/reduce
  (overwhelming colors for some synesthetes)
  synesthesia
• Autism, schizophrenia, and epilepsy also
  caused by excess neuronal connections-
  synesthetes provide a model brain not inhibited
  by medication or cognitive impairments.
BIBLIOGRAPHY
 Barnett, K. J., Finucane, C., Asher, J.E., Bargary, G., Corvin, A.
P., Newell, F.N., Mitchell, K.J. (2007). Familial patterns and the origins of individual
differences in synaesthesia. Cognition, 106, 871-893.
Beeli, G., Esslen, M., Jancke, L. (2007). Frequency Correlates in Grapheme-Color
Synesthesia. Psychological Science, 18-9: 788-792.
Berlin, B., & Kay, P. (1969). Basic color terms: Their universality and evolution. Berkeley:
University of California Press.
Emrich, H., Schneider, U., Zedler, M. Welche Farbe hat der Montag? Berlin: S. Herzel
Verlag, 2004.
Kotake, Y. (2009). Organization of Color-Selective Neurons in Macaque Visual Area V4.
Journal of Neurophysiology, 102, 15-27.
Nunn, J.A., Gregory, L.J., Brammer, M., Williams, S.C.R., Parslow, D.M., Morgan, M.J., Mor
ris, R.G., Bullmore, E.T., Baron-Cohen, S., Gray, J.A. (2002) Functional magnetic
resonance imaging of synesthesia: activation of V4/V8 by spoken words. Natural
Neuroscience, 4, 371-5.
Rich, A.N., Bradshaw, J.L., Mattingley, J.B. (2004). A systematic, large-scale study of
synaesthesia: implications for the role of early experience in lexical-colour associations.
Cognition. 98, 53–84.
Rissman, J. (2003). An Event-Related fMRI Investigation of Implicit Semantic Priming.
Journal of Cognitive Neuroscience, 8, 1160-75.
THANK YOU FOR
YOUR TIME AND
CONSIDERATION!

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Synesthetic Associational Patterns between Letters and Colors

  • 1. ASSOCIATIONA L PATTERNS BETWEEN LETTERS AND COLORS Laura Mariah Herman |Vision Sciences Lab, Department of Psychology, Harvard University, Cambridge, MA 02138, USA Pine Crest School, Fort Lauderdale, FL
  • 2. BACKGROUND • Synesthesia: inherent blending of the senses. – Grapheme-color is most common: letters/numbers→colors – Each synesthete associates each letter with different colors – Caused by excess neuronal connections per mutated enzyme – Single nucleotide polymorphism (16th chromosome)
  • 3. Welcome to my world of synesthesia! Welcome to my world of synesthesia!
  • 4. QUESTION What causes certain letters to be associated with certain colors? Why is this A red?
  • 5. MATERIALS & METHODS • Color frequency (wavelengths) compared to letter frequency (%) • Synesthete color charts collective of synesthetes of the language (color the majority of synesthetes associated with each letter was used) • English: dictionary vs. Brown Corpus (better cross-section of English language) vs. children’s books (synesthetic associations form as the subject learns the
  • 6. SYNESTHETE COLOR CHARTS English German Spanish 0 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 1 0 0 0 1 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 1 1 0 0 0 1 0 1 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3 2 2 0 0 0 2 0 0 0 1 0 1 0 0 5 0 3 0 1 0 0 0 2 3 1 1 2 3 1 0 1 0 0 0 0 0 0 0 3 0 0 0 0 0 0 0 0 0 1 0 0 0 1 0 1 3 0 1 0 0 2 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 1 0 0 0 0 0 0 0 0 1 0 1 1 2 1 1 0 0 2 0 0 0 0 1 0 1 0 0 3 0 0 0 0 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 3 0 0 0 0 0 0 0 3 0 0 2 0 0 5 2 1 0 1 0 1 1 0 0 1 0 2 2 0 3 0 0 0 0 1 0 0 0 1 2 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 1 0 0 0 0 0 0 1 0 0 0 1 2 1 1 0 1 1 0 0 1 1 3 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 3 0 0 1 0 1 1 0 0 0 0 0 0 0 3 0 3 0 0 0 0 1 0 0 1 1 0 1 0 2 3 0 3 0 3 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 1 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 0 1 0 0 0 0 0 0 0 0 0 0 1 0 0 0 0 0 2 3 0 2 0 12 12 12 11 10 11 11 11 7 10 8 9 12 13 9 10 10 7
  • 7. DATA: FIGURE 1 (ENGLISH DICTIONARY) Synesthetic Associational Pattern between R2= R² = 0.659 1000 Frequencies 0.6597 Color wavelength (nm) 300 0.1 1 10 100 Frequency in the English Language (%)
  • 8. DATA: FIGURE 2 (BROWN CORPUS) R2= 0.45299
  • 9. DATA: FIGURES 3 AND 4 (SPANISH/GERMAN) Synesthetic Associational Pattern Between Frequencies in the Spanish r² = 0.47 Language 700 Color wavelength (nm) 600 500 400 300 200 100 0 0.01 0.1 1 10 Frequency in the Spanish Language (%) Synesthetic Associational Pattern Between Frequencies in the German Language 700 Color wavelength (nm) 600 500 400 300 200 100 0 r² = 0.72 0.01 0.1 1 10 Frequency in the German Language (%)
  • 10. DATA: FIGURE 5 (CHILDREN’S BOOKS) Synesthetic Associational Pattern Between Frequencies in Children's Books R² = R² = 0.565 1000 0.5656 Color Wavelength (nm) 100 0 2 4 6 8 10 12 14 Letter Frequency (%)
  • 11.
  • 12. NEUROPHYSIOLOGICAL THEORY • From data, theorized which “color” and “letter” areas of the brain are fused in synesthetes • V4- color center in occipital lobe – Previously suggested by fMRIs of synesthetes – Columnar structure of neurons organized by long, middle, short wavelength cone signals as matches previous data – Neuron preference for more saturated colors as well as long-wavelength colors • Left Middle Temporal Gyrus (LMTG)- semantic processing/sensory integration – Lends itself to functional neuroconnections – Core component of individuality of semantic system
  • 13. V4 and the LMTG. They are closely situated, as supports the theory of their connectivity in synesthetes.
  • 14. DISCUSSION AND APPLICATIONS • First synesthetic color/letter association pattern found • Mapping of not only synesthetic connections, but also V4/LMTG (perhaps the largely uncharted LMTG is organized according to frequency of letters, etc.) • Induce (visual memory, artistic talent)/reduce (overwhelming colors for some synesthetes) synesthesia • Autism, schizophrenia, and epilepsy also caused by excess neuronal connections- synesthetes provide a model brain not inhibited by medication or cognitive impairments.
  • 15. BIBLIOGRAPHY Barnett, K. J., Finucane, C., Asher, J.E., Bargary, G., Corvin, A. P., Newell, F.N., Mitchell, K.J. (2007). Familial patterns and the origins of individual differences in synaesthesia. Cognition, 106, 871-893. Beeli, G., Esslen, M., Jancke, L. (2007). Frequency Correlates in Grapheme-Color Synesthesia. Psychological Science, 18-9: 788-792. Berlin, B., & Kay, P. (1969). Basic color terms: Their universality and evolution. Berkeley: University of California Press. Emrich, H., Schneider, U., Zedler, M. Welche Farbe hat der Montag? Berlin: S. Herzel Verlag, 2004. Kotake, Y. (2009). Organization of Color-Selective Neurons in Macaque Visual Area V4. Journal of Neurophysiology, 102, 15-27. Nunn, J.A., Gregory, L.J., Brammer, M., Williams, S.C.R., Parslow, D.M., Morgan, M.J., Mor ris, R.G., Bullmore, E.T., Baron-Cohen, S., Gray, J.A. (2002) Functional magnetic resonance imaging of synesthesia: activation of V4/V8 by spoken words. Natural Neuroscience, 4, 371-5. Rich, A.N., Bradshaw, J.L., Mattingley, J.B. (2004). A systematic, large-scale study of synaesthesia: implications for the role of early experience in lexical-colour associations. Cognition. 98, 53–84. Rissman, J. (2003). An Event-Related fMRI Investigation of Implicit Semantic Priming. Journal of Cognitive Neuroscience, 8, 1160-75.
  • 16. THANK YOU FOR YOUR TIME AND CONSIDERATION!

Editor's Notes

  1. 0.6597
  2. 0.45299
  3. R² = 0.5656
  4.  the r-squared values commonly found in psychology (.09 to .25). Explain that although these r-square's indicate that we fail to account for a great deal of the variability in human behavior, that's to be expected because (1) we have measurement error, and (2) we wouldn't expect a single variable (e.g., IQ) to account for all the variance in another variable (college performance).
  5. Neurophysiologically, this pattern can be described by the wavelength-specific color receptor neurons of V4 being fused with the language processing neurons of the left middle temporal gyrus that are prone to perform semantic recognition. The characteristics of these two areas, such as frequency selectivity of V4, match the characteristics of synesthesia first discovered in this research: more frequent letters (interpreted in the LMTG) correspond with colors of longer wavelength (as are preferable in V4), corresponding with the letter frequencies of the native language of the synesthete.
  6. Priming, greek/hebrew case study, mturk, biological methylation epigenetics