{ "id": "epfrg2hqxm", "slug": "c-daniel-salzman", "title": "C. Daniel Salzman", "updated": "2026-10-15", "topic_path": [ { "id": "life", "label": "Life and health", "api_url": "https://www.edgepedia.org/api/v1/topics/life" }, { "id": "life.scientists", "label": "Life and health scientists", "api_url": "https://www.edgepedia.org/api/v1/topics/life.scientists" }, { "id": "life.scientists.life-sciences", "label": "Life scientists", "api_url": "https://www.edgepedia.org/api/v1/topics/life.scientists.life-sciences" }, { "id": "life.scientists.life-sciences.bio-neuro", "label": "Researchers in neuroscience", "api_url": "https://www.edgepedia.org/api/v1/topics/life.scientists.life-sciences.bio-neuro" }, { "id": "life.scientists.life-sciences.bio-neuro.behavioral-and-addiction-neuroscience", "label": "Behavioral and addiction neuroscience", "api_url": "https://www.edgepedia.org/api/v1/topics/life.scientists.life-sciences.bio-neuro.behavioral-and-addiction-neuroscience" } ], "geo": [ { "id": "geo.us.t1946.life.scientists.life-sciences.bio-neuro.behavioral-and-addiction-neuroscience", "label": "United States · 1946 to 2000: Behavioral and addiction neuroscience", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.us.t1946.life.scientists.life-sciences.bio-neuro.behavioral-and-addiction-neuroscience", "path": [ { "id": "geo.us", "label": "United States", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.us" }, { "id": "geo.us.t1946", "label": "United States · 1946 to 2000", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.us.t1946" }, { "id": "geo.us.t1946.life", "label": "Life and health", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.us.t1946.life" }, { "id": "geo.us.t1946.life.scientists", "label": "Life and health scientists", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.us.t1946.life.scientists" }, { "id": "geo.us.t1946.life.scientists.life-sciences", "label": "Life scientists", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.us.t1946.life.scientists.life-sciences" }, { "id": "geo.us.t1946.life.scientists.life-sciences.bio-neuro", "label": "Researchers in neuroscience", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.us.t1946.life.scientists.life-sciences.bio-neuro" }, { "id": "geo.us.t1946.life.scientists.life-sciences.bio-neuro.behavioral-and-addiction-neuroscience", "label": "Behavioral and addiction neuroscience", "api_url": "https://www.edgepedia.org/api/v1/geo/geo.us.t1946.life.scientists.life-sciences.bio-neuro.behavioral-and-addiction-neuroscience" } ] } ], "excerpt": "C. Daniel Salzman is a neuroscientist and psychiatrist, Professor of Neuroscience and Psychiatry at Columbia University, known for microstimulation studies of perceptual decisions and amygdala value encoding.", "snippet": "C. Daniel Salzman is a neuroscientist and psychiatrist, Professor of Neuroscience and Psychiatry at Columbia University, known for microstimulation studies of perceptual decisions and amygdala value encoding.", "node": "life.scientists.life-sciences.bio-neuro.behavioral-and-addiction-neuroscience", "markdown": "# C. Daniel Salzman\n\n**C. Daniel Salzman** is a neuroscientist and psychiatrist at Columbia University, where he is Professor of Neuroscience and [Psychiatry](https://www.edgepedia.org/psychiatry) in the Vagelos College of Physicians and Surgeons and a member of the Kavli Institute for Brain Science, the Zuckerman Mind Brain Behavior Institute, and the training faculty of the Doctoral Program in Neurobiology and Behavior.[1](https://www.nimh.nih.gov/research/research-conducted-at-nimh/scientific-director/office-of-scientific-director/bsc-member-c-daniel-salzman-md-phd) • [2](https://www.vagelos.columbia.edu/profile/daniel-salzman-md) According to the Columbia Doctoral Program in Neurobiology and Behavior, he trained as an MD-PhD at Stanford University and is known for causal microstimulation studies of perceptual decisions in visual cortex, for showing that primate amygdala neurons encode the positive and negative value of sensory stimuli, and for work on the abstract geometry of neural representations in hippocampus and [prefrontal cortex](https://www.edgepedia.org/prefrontal-cortex).[3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd) • [4](https://www.simonsfoundation.org/people/c-daniel-salzman/) \n\n| Fact | Detail |\n|---|---|\n| Current position | Professor of Neuroscience and Psychiatry, Columbia University Vagelos College of Physicians and Surgeons[1](https://www.nimh.nih.gov/research/research-conducted-at-nimh/scientific-director/office-of-scientific-director/bsc-member-c-daniel-salzman-md-phd) |\n| Training | B.A., University of Massachusetts, Amherst; Ph.D. and M.D., Stanford University School of Medicine; Ph.D. with Bill Newsome[3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd) • [4](https://www.simonsfoundation.org/people/c-daniel-salzman/) |\n| Signature work | \"The primate amygdala represents the positive and negative value of visual stimuli during learning,\" Nature, 2006[3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd) |\n| Landmark early work | \"Cortical microstimulation influences perceptual judgements of motion direction,\" Nature 346:174–177, 12 July 1990[5](https://web.stanford.edu/~paulsko/papers/Newsome_Nature_1990.pdf) |\n| Abstraction work | \"The Geometry of Abstraction in the Hippocampus and Prefrontal Cortex,\" Cell 183(4):954–967, 2020[6](https://www.cell.com/cell/fulltext/S0092-8674(20)31228-9) |\n| Honor | Donald B. Lindsley Prize, Society for Neuroscience, for Ph.D. thesis work[4](https://www.simonsfoundation.org/people/c-daniel-salzman/) |\n| Major funding | NIH R01 MH082017 (NIMH), 10 April 2008 to 31 October 2022[7](https://grantome.com/grant/NIH/R01-MH082017-14) |\n| Recent work | \"The representational geometry of emotional states in basolateral amygdala,\" Nature Neuroscience, 2026[8](https://orcid.org/0000-0002-7501-5480) |\n\n## Education and training\n\nSalzman earned a B.A. at the [University of Massachusetts](https://www.edgepedia.org/university-of-massachusetts), Amherst, and both a Ph.D. and an M.D. from Stanford University School of Medicine.[3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd) He turned to neuroscience as a medical student at Stanford, joining the laboratory of Bill Newsome, the Stanford neurobiologist known for electrophysiological studies of visual perception and decision-making.[4](https://www.simonsfoundation.org/people/c-daniel-salzman/) He began with a one-year stay in the lab during medical school, then converted to an MD-PhD student studying the neural mechanisms of perceptual decision-making.[9](https://www.sainsburywellcome.org/qa/decoding-emotion) His Ph.D. thesis provided causal evidence linking the activity of physiologically classified neurons in visual cortex to perceptual judgments, work recognized with the Donald B. Lindsley Prize from the [Society for Neuroscience](https://www.edgepedia.org/society-for-neuroscience).[4](https://www.simonsfoundation.org/people/c-daniel-salzman/)\n\nAfter the Ph.D. he completed an internship and a psychiatry residency at Stanford University Hospital, followed by a neuroscience postdoctoral fellowship at Stanford.[3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd)\n\n## Career and positions\n\nTwo years after completing his residency, Salzman joined the Columbia faculty in the Department of Psychiatry and the Center for Neurobiology and Behavior, which is now the Department of Neuroscience.[4](https://www.simonsfoundation.org/people/c-daniel-salzman/) He is a member of the Kavli Institute for Brain Science and a Principal Investigator at the Zuckerman Mind Brain Behavior Institute, where his listed research areas are The Senses and Learning & Memory.[2](https://www.vagelos.columbia.edu/profile/daniel-salzman-md) • [10](https://zuckermaninstitute.columbia.edu/daniel-salzman-md-phd) He joined the [National Institute of Mental Health](https://www.edgepedia.org/national-institute-of-mental-health)'s Board of Scientific Counselors, an advisory body that reviews the institute's intramural research.[1](https://www.nimh.nih.gov/research/research-conducted-at-nimh/scientific-director/office-of-scientific-director/bsc-member-c-daniel-salzman-md-phd)\n\n## Representative work\n\nThe 2006 amygdala value paper reported that the primate amygdala represents the positive and negative value of visual stimuli during learning, published in Nature in 2006 (volume 439, pages 865–870).[3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd) It showed that amygdala neurons encode the positive or negative value of sensory stimuli, that expectation modulates those responses, and that the representations rapidly adjust during emotional learning.[9](https://www.sainsburywellcome.org/qa/decoding-emotion) His earlier and later landmark papers are covered in the sections below.\n\n## Research program\n\nThe Salzman Lab studies the neural mechanisms that give particular sensory stimuli emotional value and thereby drive emotional behavior, using neurophysiological experiments in both primate and rodent models.[11](https://salzmanlab.neuroscience.columbia.edu/) The lab uses conditioning techniques to give otherwise neutral stimuli emotional significance and records the responses of amygdala neurons during emotional learning in rhesus monkeys.[3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd)\n\nA 2010 review in the *Annual Review of Neuroscience* (volume 33, pages 173–202) proposed that cognitive and emotional parameters are inextricably linked and represented in dynamic neural networks of interconnected prefrontal and limbic structures, with single neurons often encoding multiple entangled variables rather than separate, pure signals.[12](https://www.annualreviews.org/content/journals/10.1146/annurev.neuro.051508.135256) The lab's publications include \"The primate amygdala combines information about space and value\" and \"Shared neural coding for social hierarchy and reward value in primate amygdala,\" and a 2015 Neuron paper, \"Abstract Context Representations in Primate Amygdala and Prefrontal Cortex,\" extended the value-encoding work to abstract contexts.[11](https://salzmanlab.neuroscience.columbia.edu/) • [3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd) \n\nThe lab has expanded into mice, to use genetic manipulation and other tools to reach the cellular details of neural circuits.[9](https://www.sainsburywellcome.org/qa/decoding-emotion) Planned directions include how orbitofrontal cortex contributes to emotional learning, how other sensory modalities acquire value in the amygdala, and pharmacological manipulations of the synaptic mechanisms of emotional learning.[3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd) • [13](https://www.columbiapsychiatry.org/profile/daniel-salzman-md)\n\n### The 1990 microstimulation experiments\n\nThe 1990 Nature paper, published on 12 July 1990 (volume 346, pages 174–177) from Stanford's Department of Neurobiology, showed that electrical microstimulation of directionally selective neurons in visual area MT biased rhesus monkeys' motion-direction judgments toward the direction encoded by the stimulated neurons.[5](https://web.stanford.edu/~paulsko/papers/Newsome_Nature_1990.pdf) This established a causal link between the activity of specific cortical neurons and perceptual reports, work described as foundational to the neuroscience of decision-making.[9](https://www.sainsburywellcome.org/qa/decoding-emotion)\n\n### The geometry of abstraction\n\nAccording to the 2020 Cell paper (volume 183, issue 4, pages 954–967), on which Salzman is senior and corresponding author, neural ensembles in prefrontal cortex, hippocampus, and simulated networks simultaneously represented multiple task variables in an abstract geometry while retaining high shattering dimensionality (measure of how many distinct label patterns neurons can separate), and this geometry changed with task events and performance.[6](https://www.cell.com/cell/fulltext/S0092-8674(20)31228-9) [Abstraction](https://www.edgepedia.org/abstraction) was defined operationally through the generalization performance of neural decoders across task conditions not used for training.[6](https://www.cell.com/cell/fulltext/S0092-8674(20)31228-9)\n\n## Neuroscience and psychoanalysis\n\nSalzman's clinical psychiatry training shapes his research questions: his chief goal, as stated on his NIMH profile, is to elucidate the neural basis of cognitive and emotional behavior, focused on the amygdala and its interconnected areas, including prefrontal cortex, sensory areas, and hippocampus.[1](https://www.nimh.nih.gov/research/research-conducted-at-nimh/scientific-director/office-of-scientific-director/bsc-member-c-daniel-salzman-md-phd) His interest in the cognitive regulation of emotion led him to the cognitive process of abstraction, because regulating emotions often involves a conceptual understanding of situations.[9](https://www.sainsburywellcome.org/qa/decoding-emotion) A 2019 PNAS review (volume 116, issue 52, pages 26305–26312) addressed the contribution of nonhuman primate research to understanding emotion and cognition and its clinical relevance.[3](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd)\n\n## Recent developments\n\nThe line of work on representational geometry reached the amygdala itself: \"The representational geometry of emotional states in basolateral amygdala\" appeared in Nature Neuroscience on 3 June 2026, after first appearing as a preprint on 23 September 2023.[8](https://orcid.org/0000-0002-7501-5480) A bioRxiv preprint posted 8 January 2026, from the Zuckerman Institute and Department of Neuroscience at Columbia, used fMRI to study how hippocampus, entorhinal cortex, and orbitofrontal cortex support abstraction and generalization during continual learning, and reported that BOLD activity in hippocampus and orbitofrontal cortex tracked the acquisition of abstract, generalizable relational knowledge.[14](https://doi.org/10.64898/2026.01.07.698044) A 2025 preprint, \"Two-timepoint assays of neural responses increase the sensitivity and specificity of single-cell whole-brain activity screens,\" appeared on 10 March 2025.[8](https://orcid.org/0000-0002-7501-5480)\n\n## Honors and funding\n\nFor his Stanford thesis work Salzman received the Donald B. Lindsley Prize from the Society for Neuroscience.[4](https://www.simonsfoundation.org/people/c-daniel-salzman/) His Simons Foundation project is \"Neural mechanisms of context dependent cognitive behavior.\"​[4](https://www.simonsfoundation.org/people/c-daniel-salzman/)\n\n## References\n\n1. [BSC Member - C. Daniel Salzman, M.D., Ph.D. | NIMH](https://www.nimh.nih.gov/research/research-conducted-at-nimh/scientific-director/office-of-scientific-director/bsc-member-c-daniel-salzman-md-phd)\n2. [Daniel Salzman, MD, PhD | Vagelos College of Physicians and Surgeons](https://www.vagelos.columbia.edu/profile/daniel-salzman-md)\n3. [Daniel Salzman, MD, PhD | Columbia Doctoral Program in Neurobiology and Behavior](https://www.neurosciencephd.columbia.edu/content/daniel-salzman-md-phd)\n4. [C. Daniel Salzman | Simons Foundation](https://www.simonsfoundation.org/people/c-daniel-salzman/)\n5. [Cortical microstimulation influences perceptual judgements of motion direction (Nature 346, 174–177, 1990)](https://web.stanford.edu/~paulsko/papers/Newsome_Nature_1990.pdf)\n6. https://www.cell.com/cell/fulltext/S0092-8674(20)31228-9\n7. [Neurophysiology underlying neural representations of value - C. Salzman (NIH R01 MH082017)](https://grantome.com/grant/NIH/R01-MH082017-14)\n8. [C Daniel Salzman (0000-0002-7501-5480) - ORCID](https://orcid.org/0000-0002-7501-5480)\n9. [Decoding emotion | Sainsbury Wellcome Centre](https://www.sainsburywellcome.org/qa/decoding-emotion)\n10. [Daniel Salzman, MD, PhD - Columbia | Zuckerman Institute](https://zuckermaninstitute.columbia.edu/daniel-salzman-md-phd)\n11. [Salzman Lab | Columbia University](https://salzmanlab.neuroscience.columbia.edu/)\n12. [Emotion, Cognition, and Mental State Representation in Amygdala and Prefrontal Cortex (Annual Review of Neuroscience, 2010)](https://www.annualreviews.org/content/journals/10.1146/annurev.neuro.051508.135256)\n13. [Daniel Salzman, MD, PhD | Columbia University Department of Psychiatry](https://www.columbiapsychiatry.org/profile/daniel-salzman-md)\n14. [Neural representations supporting generalization under continual learning (bioRxiv, 2026)](https://doi.org/10.64898/2026.01.07.698044)\n\n---\n*Topic: Encyclopedia › Life and health › Life and health scientists › Life scientists › Researchers in neuroscience › Behavioral and addiction neuroscience*\n\n*Initially written Sep 21, 2026 · Reviewed: Sep 25, 2026 · Edited: Sep 25, 2026; Oct 15, 2026 · Last review: Sep 25, 2026*\n\n*Copyright 2026 EdgeChat AI, a subsidiary of Biostate AI.*\n\nLicense: Edgepedia Community License 1.0, https://www.edgepedia.org/edgepedia/license\n", "same_as": [ "https://web.stanford.edu/~paulsko/papers/Newsome_Nature_1990.pdf", "https://orcid.org/0000-0002-7501-5480" ], "url": "https://www.edgepedia.org/c-daniel-salzman", "markdown_url": "https://www.edgepedia.org/c-daniel-salzman.md", "license": { "name": "Edgepedia Community License 1.0", "url": "https://www.edgepedia.org/edgepedia/license", "summary": "Free with credit, commercial use included. AI training is open to everyone. For other uses, organizations over USD 100M in revenue or 100M monthly users license separately.", "spdx": "LicenseRef-Edgepedia-Community-1.0" }, "credit": "\"C. Daniel Salzman\", Edgepedia (EdgeChat), https://www.edgepedia.org/c-daniel-salzman. Edgepedia Community License 1.0.", "credit_md": "\"[C. Daniel Salzman](https://www.edgepedia.org/c-daniel-salzman)\", Edgepedia (EdgeChat), [https://www.edgepedia.org/c-daniel-salzman](https://www.edgepedia.org/c-daniel-salzman). [Edgepedia Community License 1.0](https://www.edgepedia.org/edgepedia/license).", "credit_html": "\"C. Daniel Salzman\", Edgepedia (EdgeChat), https://www.edgepedia.org/c-daniel-salzman. Edgepedia Community License 1.0.", "speakable": "C. Daniel Salzman is a neuroscientist and psychiatrist, Professor of Neuroscience and Psychiatry at Columbia University, known for microstimulation studies of perceptual decisions and amygdala value encoding." }