
Dan Millman, Ph.D.
Scientist III
Dan Millman joined the Allen Institute in 2016 as a member of the Neural Coding group. His research focuses on the coding of sensory information in visual cortex during ethologically-relevant behavior, including the influence of non-visual inputs on the representation of visual information. To this end, he combines optical physiology in awake behaving animals with computational modeling and analysis.
He completed his PhD in the Program in Neuroscience at Harvard University in the lab of Venkatesh Murthy. For his graduate research, he studied sensory processing of odor information in higher order olfactory brain regions of mice. Prior to starting a PhD, he completed a master’s thesis in Neuroscience at Johns Hopkins University in the lab of Ernst Niebur. In that work, he used computational methods, including modeling and large-scale network simulations, to study the spatiotemporal dynamics of population activity in recurrent neuronal networks.

Selected Publications
eLife
July 16, 2021
Siegle JH, Ledochowitsch P, Jia X, Millman DJ, Ocker GK, Caldejon S, Casal L, Cho A, Denman DJ, Durand S, Groblewski PA, Heller G, Kato I, Kivikas S, Lecoq J, Nayan C, Ngo K, Nicovich PR, North K, Ramirez TK, Swapp J, Waughman X, Williford A, Olsen SR, Koch C, Buice MA, de Vries SE.
Survey of spiking in the mouse visual system reveals functional hierarchy
Nature
January 20, 2021
Siegle JH, Jia X, Durand S, Gale S, Bennett C, Graddis N, Heller G, Ramirez TK, Choi H, Luviano JA, Groblewski PA, Ahmed R, Arkhipov A, Bernard A, Billeh YN, Brown D, Buice MA, Cain N, Caldejon S, Casal L, Cho A, Chvilicek M, Cox TC, Dai K, Denman DJ, de Vries S., Dietzman R, Esposito L, Farrell C, Feng D, Galbraith J, Garrett M, Gelfand EC, Hancock N, Harris JA, Howard R, Hu B, Hytnen R, Iyer R, Jessett E, Johnson K, Kato I, Kiggins J, Lambert S, Lecoq J, Ledochowitsch P, Lee JH, Leon A, Li Y, Liang E, Long F, Mace K, Melchior J, Millman D, Mollenkopf T, Nayan C, Ng L, Ngo D, Nguyen T, Nicovich PR, North K, Ocker GK, Ollerenshaw D, Oliver M, Pachitariu M, Perkins J, Reding M, Reid D, Robertson M, Ronellenfitch K, Seid S, Slaughterbeck C, Stoecklin M, Sullivan D, Sutton B, Swapp J, Thompson C, Turner K, Wakeman W, Whitesell JD, Williams D, Williford A, Young R, Zeng H, Naylor S, Phillips JW, Reid RC, Mihalas S, Olsen SR, Koch C
eLife
October 27, 2020
Millman DJ, Ocker GK, Caldejon S, Kato I, Larkin JD, Lee EK, Luviano J, Nayan C, Nguyen TV, North K, Seid S, White C, Lecoq J, Reid C, Buice MA, de Vries SE
PLoS One
September 4, 2019
Weed N, Bakken T, Graddis N, Gouwens N, Millman D, Hawrylycz M, Waters J
Biomed Opt Express
September 11, 2019
Liu R, Ball N, Brockill J, Kuan L, Millman D, White C, Leon A, Williams D, Nishiwaki S, de Vries S, Larkin J, Sullivan D, Slaughterbeck C, Farrell C, Saggau P
Nature Neuroscience
December 16, 2019
de Vries S, Lecoq J, Buice MA, Groblewski PA, Ocker GK, Oliver M, Feng F, Cain N, Ledochowitsch P, Millman D, Roll K, Garrett M, Keenan T, Kuan L, Mihalas S, Olsen S, Thompson C, Wakeman W, Waters J, Williams D, Barber C, Berbesque N, Blanchard B, Bowles N, Caldejon S, Casal L, Cho A, Cross S, Dang C, Dolbeare T, Edwards M, Galbraith J, Gaudreault N, Griffin F, Hargrave P, Howard R, Huang L, Jewell S, Keller N, Knoblich U, Larkin J, Larsen R, Lau C, Lee E, Lee F, Leon A, Li L, Long F, Luviano J, Mace K, Nguyen T, Perkins J, Robertson M, Seid S, Shea-Brown E, Shi J, Sjoquist N, Slaughterbeck C, Sullivan D, Valenza R, White C, Williford A, Witten D, Zhuang J, Zeng H, Farrell C, Ng L, Bernard A, Phillips JW, R Reid C, Koch C