World's Best Scientists 2026 revealed!
Christopher Summerfield

Christopher Summerfield

D-Index & Metrics

Discipline name D-Index World Ranking Current World Ranking National Ranking Current National Ranking Publications Citations
Neuroscience 55 4622 4250 396 363 136 18981

Christopher Summerfield publications per year

The chart shows the history of publications by Christopher Summerfield between 2002 and 2025, highlighting the no. of papers published in each year and offering an overview of the publication velocity of this scholar. Christopher Summerfield published across 24 years, from 2002 to 2025, averaging 9.7 papers a year. Output peaked at 33 publications in 2022. 50 of the 232 publications appeared in the last two years.

No. of publications
10 20 30
Bar chart. Horizontal axis: year, 2002 to 2025. Vertical axis: number of publications, 0 to 33. Peak 33 publications in 2022. 2002: 2 publications 2003: 0 publications 2004: 1 publication 2005: 6 publications 2006: 4 publications 2007: 1 publication 2008: 2 publications 2009: 3 publications 2010: 3 publications 2011: 3 publications 2012: 8 publications 2013: 11 publications 2014: 10 publications 2015: 6 publications 2016: 11 publications 2017: 14 publications 2018: 4 publications 2019: 8 publications 2020: 14 publications 2021: 13 publications 2022: 33 publications 2023: 25 publications 2024: 21 publications 2025: 29 publications
2002 2025

232 publications in total across all disciplines

View publications per year as a table
Christopher Summerfield: publications per year, 2002 to 2025
Year Publications
2002 2
2003 0
2004 1
2005 6
2006 4
2007 1
2008 2
2009 3
2010 3
2011 3
2012 8
2013 11
2014 10
2015 6
2016 11
2017 14
2018 4
2019 8
2020 14
2021 13
2022 33
2023 25
2024 21
2025 29
Total 232
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Christopher Summerfield publication distribution in Neuroscience in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Neuroscience in 2026. The highlighted bar marks where Christopher Summerfield sits on this spectrum.

No. of scientists
100 200 300 400 500
Bar chart with 86 bars. Horizontal axis: publications, 38–47 to 887+. Vertical axis: number of scientists, 0 to 539. Most scientists, 539, have 98–107 publications. The last bar groups every scientist with 887 publications or more. The highlighted bar, 128–137 publications, is where this scientist sits. 38–47 publications: 18 scientists 48–57 publications: 79 scientists 58–67 publications: 193 scientists 68–77 publications: 323 scientists 78–87 publications: 406 scientists 88–97 publications: 452 scientists 98–107 publications: 539 scientists 108–117 publications: 505 scientists 118–127 publications: 522 scientists 128–137 publications: 469 scientists 138–147 publications: 456 scientists 148–157 publications: 459 scientists 158–167 publications: 397 scientists 168–177 publications: 383 scientists 178–187 publications: 350 scientists 188–197 publications: 302 scientists 198–207 publications: 306 scientists 208–217 publications: 262 scientists 218–227 publications: 242 scientists 228–237 publications: 220 scientists 238–247 publications: 203 scientists 248–257 publications: 174 scientists 258–267 publications: 176 scientists 268–277 publications: 175 scientists 278–287 publications: 125 scientists 288–297 publications: 116 scientists 298–307 publications: 127 scientists 308–317 publications: 128 scientists 318–327 publications: 99 scientists 328–337 publications: 89 scientists 338–347 publications: 78 scientists 348–357 publications: 96 scientists 358–367 publications: 66 scientists 368–377 publications: 59 scientists 378–387 publications: 65 scientists 388–397 publications: 54 scientists 398–407 publications: 48 scientists 408–417 publications: 49 scientists 418–427 publications: 34 scientists 428–437 publications: 31 scientists 438–447 publications: 30 scientists 448–457 publications: 31 scientists 458–467 publications: 36 scientists 468–477 publications: 40 scientists 478–487 publications: 35 scientists 488–497 publications: 30 scientists 498–507 publications: 23 scientists 508–517 publications: 26 scientists 518–527 publications: 20 scientists 528–537 publications: 23 scientists 538–547 publications: 20 scientists 548–557 publications: 20 scientists 558–567 publications: 17 scientists 568–577 publications: 14 scientists 578–587 publications: 20 scientists 588–597 publications: 20 scientists 598–607 publications: 19 scientists 608–617 publications: 18 scientists 618–627 publications: 17 scientists 628–637 publications: 11 scientists 638–647 publications: 11 scientists 648–657 publications: 11 scientists 658–667 publications: 8 scientists 668–677 publications: 7 scientists 678–687 publications: 11 scientists 688–697 publications: 10 scientists 698–707 publications: 4 scientists 708–717 publications: 6 scientists 718–727 publications: 5 scientists 728–737 publications: 5 scientists 738–747 publications: 9 scientists 748–757 publications: 9 scientists 758–767 publications: 3 scientists 768–777 publications: 7 scientists 778–787 publications: 7 scientists 788–797 publications: 6 scientists 798–807 publications: 2 scientists 808–817 publications: 2 scientists 818–827 publications: 7 scientists 828–837 publications: 0 scientists 838–847 publications: 9 scientists 848–857 publications: 3 scientists 858–867 publications: 1 scientist 868–877 publications: 3 scientists 878–886 publications: 6 scientists 887+ publications: 100 scientists
38–47 publications 887+

This scientist: 136 publications — 36th percentile

36% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 887 publications or more.

View publications distribution as a table
Number of Neuroscience scientists by publication count, Research.com 2026 ranking edition. Based on 9,597 ranked scientists.
Publications Scientists This scientist
38–47 18
48–57 79
58–67 193
68–77 323
78–87 406
88–97 452
98–107 539
108–117 505
118–127 522
128–137 469 136
138–147 456
148–157 459
158–167 397
168–177 383
178–187 350
188–197 302
198–207 306
208–217 262
218–227 242
228–237 220
238–247 203
248–257 174
258–267 176
268–277 175
278–287 125
288–297 116
298–307 127
308–317 128
318–327 99
328–337 89
338–347 78
348–357 96
358–367 66
368–377 59
378–387 65
388–397 54
398–407 48
408–417 49
418–427 34
428–437 31
438–447 30
448–457 31
458–467 36
468–477 40
478–487 35
488–497 30
498–507 23
508–517 26
518–527 20
528–537 23
538–547 20
548–557 20
558–567 17
568–577 14
578–587 20
588–597 20
598–607 19
608–617 18
618–627 17
628–637 11
638–647 11
648–657 11
658–667 8
668–677 7
678–687 11
688–697 10
698–707 4
708–717 6
718–727 5
728–737 5
738–747 9
748–757 9
758–767 3
768–777 7
778–787 7
788–797 6
798–807 2
808–817 2
818–827 7
828–837 0
838–847 9
848–857 3
858–867 1
868–877 3
878–886 6
887+ 100
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Christopher Summerfield D-index placement in Neuroscience in 2026

The chart shows the D-index (discipline H-index) distribution of Neuroscience scientists ranked by Research.com in 2026. The highlighted bar marks where Christopher Summerfield sits on this spectrum.

No. of scientists
100 200 300 400 500
Bar chart with 68 bars. Horizontal axis: D-Index, 30–31 to 163+. Vertical axis: number of scientists, 0 to 512. Most scientists, 512, have 46–47 D-Index. The last bar groups every scientist with 163 D-Index or more. The highlighted bar, 54–55 D-Index, is where this scientist sits. 30–31 D-Index: 42 scientists 32–33 D-Index: 172 scientists 34–35 D-Index: 296 scientists 36–37 D-Index: 435 scientists 38–39 D-Index: 459 scientists 40–41 D-Index: 456 scientists 42–43 D-Index: 467 scientists 44–45 D-Index: 478 scientists 46–47 D-Index: 512 scientists 48–49 D-Index: 435 scientists 50–51 D-Index: 425 scientists 52–53 D-Index: 418 scientists 54–55 D-Index: 392 scientists 56–57 D-Index: 357 scientists 58–59 D-Index: 334 scientists 60–61 D-Index: 328 scientists 62–63 D-Index: 260 scientists 64–65 D-Index: 278 scientists 66–67 D-Index: 239 scientists 68–69 D-Index: 250 scientists 70–71 D-Index: 210 scientists 72–73 D-Index: 200 scientists 74–75 D-Index: 189 scientists 76–77 D-Index: 170 scientists 78–79 D-Index: 146 scientists 80–81 D-Index: 113 scientists 82–83 D-Index: 126 scientists 84–85 D-Index: 100 scientists 86–87 D-Index: 84 scientists 88–89 D-Index: 99 scientists 90–91 D-Index: 84 scientists 92–93 D-Index: 85 scientists 94–95 D-Index: 72 scientists 96–97 D-Index: 76 scientists 98–99 D-Index: 45 scientists 100–101 D-Index: 49 scientists 102–103 D-Index: 43 scientists 104–105 D-Index: 32 scientists 106–107 D-Index: 45 scientists 108–109 D-Index: 50 scientists 110–111 D-Index: 32 scientists 112–113 D-Index: 39 scientists 114–115 D-Index: 32 scientists 116–117 D-Index: 29 scientists 118–119 D-Index: 27 scientists 120–121 D-Index: 19 scientists 122–123 D-Index: 23 scientists 124–125 D-Index: 27 scientists 126–127 D-Index: 16 scientists 128–129 D-Index: 24 scientists 130–131 D-Index: 13 scientists 132–133 D-Index: 21 scientists 134–135 D-Index: 17 scientists 136–137 D-Index: 14 scientists 138–139 D-Index: 15 scientists 140–141 D-Index: 10 scientists 142–143 D-Index: 10 scientists 144–145 D-Index: 13 scientists 146–147 D-Index: 9 scientists 148–149 D-Index: 8 scientists 150–151 D-Index: 6 scientists 152–153 D-Index: 6 scientists 154–155 D-Index: 7 scientists 156–157 D-Index: 7 scientists 158–159 D-Index: 10 scientists 160–161 D-Index: 4 scientists 162 D-Index: 8 scientists 163+ D-Index: 100 scientists
30–31 D-Index 163+

This scientist: 55 D-Index — 52nd percentile

52% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 163 D-Index or more.

View D-Index distribution as a table
Number of Neuroscience scientists by D-index, Research.com 2026 ranking edition. Based on 9,597 ranked scientists.
D-Index Scientists This scientist
30–31 42
32–33 172
34–35 296
36–37 435
38–39 459
40–41 456
42–43 467
44–45 478
46–47 512
48–49 435
50–51 425
52–53 418
54–55 392 55
56–57 357
58–59 334
60–61 328
62–63 260
64–65 278
66–67 239
68–69 250
70–71 210
72–73 200
74–75 189
76–77 170
78–79 146
80–81 113
82–83 126
84–85 100
86–87 84
88–89 99
90–91 84
92–93 85
94–95 72
96–97 76
98–99 45
100–101 49
102–103 43
104–105 32
106–107 45
108–109 50
110–111 32
112–113 39
114–115 32
116–117 29
118–119 27
120–121 19
122–123 23
124–125 27
126–127 16
128–129 24
130–131 13
132–133 21
134–135 17
136–137 14
138–139 15
140–141 10
142–143 10
144–145 13
146–147 9
148–149 8
150–151 6
152–153 6
154–155 7
156–157 7
158–159 10
160–161 4
162 8
163+ 100
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Overview

Christopher Summerfield is affiliated with the University of Oxford in the United Kingdom. Their research primarily focuses on neuroscience, with a total of 82 publications in this main field of study. Within neuroscience, their work is strongly centered on cognitive neuroscience, comprising 80 publications. They also contribute to other subfields such as artificial intelligence, safety research, developmental and educational psychology, and general decision sciences.

Summerfield's research covers a range of topics, which include:

  • Neural dynamics and brain function
  • Neural and behavioral psychology studies
  • Memory and neural mechanisms
  • Experimental behavioral economics studies
  • Visual perception and processing mechanisms
  • Face recognition and perception
  • Neural networks and applications

They have published extensively across various scientific outlets. The most frequent publication venues are:

  • arXiv (Cornell University)
  • bioRxiv (Cold Spring Harbor Laboratory)
  • Neuron
  • Nature Human Behaviour
  • Proceedings of the National Academy of Sciences

Their recent scholarly articles include:

  • "If deep learning is the answer, what is the question?" published in 2020 in Nature Reviews. Neuroscience
  • "Orthogonal representations for robust context-dependent task performance in brains and neural networks," 2022, Neuron
  • "Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons," 2021, Nature Communications
  • "Fine-tuning language models to find agreement among humans with diverse preferences," 2022, arXiv (Cornell University)
  • "AI can help humans find common ground in democratic deliberation," 2024, Science

Summerfield collaborates regularly with several coauthors whose frequent contributions include:

  • Andrew Saxe
  • Matthew Botvinick
  • Jan Balaguer
  • Tsvetomira Dumbalska
  • Raphaël Koster

Best Publications

  • Hybrid computing using a neural network with dynamic external memory

    Alex Graves;Greg Wayne;Malcolm Reynolds;Tim Harley

  • Neuroscience-Inspired Artificial Intelligence.

    Demis Hassabis;Dharshan Kumaran;Christopher Summerfield;Matthew Botvinick

  • An information theoretical approach to prefrontal executive function.

    Etienne Koechlin;Etienne Koechlin;Christopher Summerfield;Christopher Summerfield

  • Expectation (and attention) in visual cognition

    Christopher Summerfield;Tobias Egner

  • Expectation in perceptual decision making: neural and computational mechanisms

    Christopher Summerfield;Floris P. de Lange

  • Neural repetition suppression reflects fulfilled perceptual expectations

    Christopher Summerfield;Emily H. Trittschuh;Jim M. Monti;M. Marsel Mesulam

  • Metacognition in human decision-making: confidence and error monitoring.

    Nick Yeung;Christopher Summerfield

  • Predictive Codes for Forthcoming Perception in the Frontal Cortex

    Christopher Summerfield;Christopher Summerfield;Tobias Egner;Tobias Egner;Matthew Greene;Etienne Koechlin

  • Expectation and Surprise Determine Neural Population Responses in the Ventral Visual Stream

    Tobias Egner;Jim M. Monti;Christopher Summerfield

  • Perceptual Decision Making in Rodents, Monkeys, and Humans

    Timothy D. Hanks;Christopher Summerfield

  • If deep learning is the answer, what is the question?

    Andrew M. Saxe;Stephanie Nelli;Christopher Summerfield

  • A Neural Representation of Prior Information during Perceptual Inference

    Christopher Summerfield;Etienne Koechlin

  • Dissociable prior influences of signal probability and relevance on visual contrast sensitivity.

    Valentin Wyart;Anna Christina Nobre;Christopher Summerfield

  • Structural brain changes in Parkinson disease with dementia: a voxel-based morphometry study.

    Christopher Summerfield;Carme Junqué;Eduardo Tolosa;Pilar Salgado-Pineda

  • Rhythmic fluctuations in evidence accumulation during decision making in the human brain.

    Valentin Wyart;Valentin Wyart;Vincent de Gardelle;Jacqueline Scholl;Christopher Summerfield

  • Coherent theta-band EEG activity predicts item-context binding during encoding.

    Christopher Summerfield;Jennifer A. Mangels

  • Robust averaging during perceptual judgment

    Vincent de Gardelle;Christopher Summerfield

  • Two Mechanisms for Task Switching in the Prefrontal Cortex

    Alexandre Hyafil;Christopher Summerfield;Etienne Koechlin

  • Adaptive gain control during human perceptual choice

    Samuel Cheadle;Valentin Wyart;Konstantinos Tsetsos;Nicholas Myers

  • Economic irrationality is optimal during noisy decision making

    Konstantinos Tsetsos;Konstantinos Tsetsos;Rani Moran;James Moreland;Nick Chater

  • Causal Inference in the Multisensory Brain.

    Yinan Cao;Christopher Summerfield;Hame Park;Bruno Lucio Giordano

Frequent Co-Authors

Tobias Egner
Tobias Egner Duke University
Etienne Koechlin
Etienne Koechlin Grenoble Alpes University
Demis Hassabis
Demis Hassabis Google (United States)
Eduardo Tolosa
Eduardo Tolosa University of Barcelona
Carme Junqué
Carme Junqué University of Barcelona
Matthew Botvinick
Matthew Botvinick Yale University
Hugo J. Spiers
Hugo J. Spiers University College London
Nick Yeung
Nick Yeung University of Oxford
Pau Pastor
Pau Pastor University of Navarra
Nick Chater
Nick Chater University of Warwick

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