Alemi A, Aksay E, Goldman MS (2024) A Lyapunov theory demonstrating a fundamental limit on the speed of systems consolidation, arXiv

Jayabal S, Bhasin BJ, Suvrathan A, DiSanto J, Goldman MS, Raymond JL (2022) Experience Adaptively Tunes the Timing Rules for Associative Plasticity, bioRxiv

Vishwanathan A, Ramirez A, Wu J, Sood A, Yang R, Kemnitz N, Ih D, Turner N, Lee K, Tartavull I, Silversmith WM, Jordan CS, David C, Bland D, Goldman MS, Aksay E, Seung SH (2020) Predicting modular functions and neural coding of behavior from a synaptic wiring diagram, bioRxiv


Payne HL, Raymond JL, Goldman MS (2024) Interactions between circuit architecture and plasticity in a closed-loop cerebellar system, eLife 13:e84770. [GitHub]


Champion KP, Gozel O, Lankow BS, Ermentrout GB, Goldman MS (2023) An Oscillatory Mechanism for Multi-level Storage in Short-term Memory, Communications Biology 6:829. [GitHub]

Yang R, Vishwanathan A, Wu J, Kemnitz N, Ih D, Turner N, Lee K, Tartavull I, Silversmith WM, Jordan CS, David C, Bland D, Sterling A, Goldman MS, Aksay ERF, Seung HS, the Eyewirers (2023) Cyclic structure with cellular precision in a vertebrate sensorimotor neural circuit, Current Biology 33:2340-2349.


Miri A, Bhasin BJ, Aksay ERF, Tank DW, Goldman MS (2022) Oculomotor plant and neural dynamics suggest gaze control requires integration on distributed timescales, Journal of Physiology 16: 3837-3863. [GitHub]

Parker NF, Baidya A, Murugan M, Engelhard B, Zhukovskaya A, Goldman MS [co-corresponding author], Witten IB (2022) Choice-selective sequences dominate in cortical relative to thalamic inputs to the nucleus accumbens to support reinforcement learning, Cell Reports 39:110756. [GitHub]


Furrow RE, Kim HG, Abdelrazek SMR, Dahlhausen K, Yao AI, Eisen JA, Goldman MS, Albeck JG and Facciotti MT (2020) Combining Microbial Culturing with Mathematical Modeling in an Introductory Course-based Undergraduate Research Experience, Frontiers in Microbiology, 11:581903.


Chartrand T, Goldman MS, Lewis TJ (2019) Synchronization of electrically coupled resonate-and-fire neurons, SIAM Journal on Applied Dynamical Systems 18:1643–1693.

Mackevicius EL, Bahle AH, Williams AH, Gu S, Denissenko NI, Goldman MS [co-corresponding author], Fee MS (2019) Unsupervised discovery of temporal sequences in high-dimensional datasets, with applications to neuroscience, eLife 8:e38471. [GitHub]


Lankow BS, Goldman MS (2018) Competing inhibition-stabilized networks in sensory and memory processing, 2018 52nd Asilomar Conference on Signals, Systems, and Computers, pp. 97-103.


Sylvester SJG, Lee MM, Ramirez A, Lim S, Goldman MS [co-corresponding author], Aksay ERF (2017) Population-scale organization of cerebellar granule neuron signaling during a visuomotor behavior, Scientific Reports 7:16240.

Goldman MS, Fee MS (2017) Computational training for the next generation of neuroscientists, Current Opinion in Neurobiology 46:25-30.


Jacobson JD, Arauco-Aliaga RP, Crow S, Gordon DM, Goldman MS (2016) Effect of interactions between harvester ants on forager decisions, Frontiers in Ecology and Evolution 4:115.


Daie K, Goldman MS [co-corresponding author], Aksay ERF (2015) Spatial patterns of persistent neural activity vary with the behavioral context of short-term memory, Neuron 85:847-860. [Featured with an accompanying Preview article]


Goldman MS (2014) Failure of averaging. In: Jaeger D, Jung R (eds.) Encyclopedia of Computational Neuroscience (Springer).

Lim S, Goldman MS (2014) Balanced cortical microcircuitry for spatial working memory based on corrective feedback control, Journal of Neuroscience 34:6790-6806.


Goldman MS (2013) Associate editor: Eye movements section.  In: Chalupa LM, Werner JS (Editors-in-chief) The New Visual Neurosciences (MIT Press).

Fisher D, Olasagasti I, Tank DW, Aksay E, Goldman MS (2013) A modeling framework for deriving the structural and functional architecture of a short-term memory microcircuit, Neuron 79:987-1000.

Lim S, Goldman MS (2013) Balanced cortical microcircuitry for maintaining information in working memory, Nature Neuroscience 16:1306-1314.

Sanders H, Berends M, Major G, Goldman MS [co-corresponding author], Lisman JE (2013) NMDA and GABAB (KIR) conductances: the “perfect couple” for bistability, Journal of Neuroscience 33:424-429.

2012 and earlier:

Lim S, Goldman MS (2012) Noise tolerance of attractor and feedforward memory models, Neural Computation 24:332-390.

Goldman MS (2009) Memory without feedback in a neural network, Neuron 61:621-634.

Goldman MS, Compte A, Wang X-J (2009) Neural integrator models. In: Squire LR (ed.) Encyclopedia of Neuroscience (Oxford: Academic Press), volume 6, pp. 165-178.

Aksay E, Olasagasti I, Mensh BD, Baker R, Goldman MS [co-corresponding author], Tank DW (2007) Functional dissection of circuitry in a neural integrator, Nature Neuroscience 10:494-504.

Butts DA, Goldman MS (2006) Tuning curves, neuronal variability, and sensory coding, PLoS Biology 4:e92. [Featured article in April 2006 issue]

Goldman MS (2004) Enhancement of information transmission efficiency by synaptic failures, Neural Computation 16:1137-1162.

Goldman MS, Levine JH, Major G, Tank DW, Seung HS (2003) Robust persistent neural activity in a model integrator with multiple hysteretic dendrites per neuron, Cerebral Cortex 13:1185-1195.

Aksay E, Major G, Goldman MS, Baker R, Seung HS, Tank DW (2003) History dependence of rate covariation between neurons during persistent activity in an oculomotor integrator, Cerebral Cortex 13:1173-1184.

Goldman MS, Kaneko CRS, Major G, Aksay E, Tank DW, Seung HS (2002) Linear regression of eye velocity on eye position and head velocity suggests a common oculomotor neural integrator, Journal of Neurophysiology 88:659-665.

Golowasch J, Goldman MS, Abbott LF, Marder E (2002) Failure of averaging in the construction of a conductance‑based neuron model, Journal of Neurophysiology 87:1129-1131.

Goldman MS, Maldonado P, Abbott LF (2002) Redundancy reduction and sustained firing with stochastic depressing synapses, Journal of Neuroscience 22:584-591.

Goldman MS, Golowasch J, Marder E, Abbott LF (2001) Global structure, robustness, and modulation of neuronal models, Journal of Neuroscience 21:5229-5238.

Goldman MS (2000) Computational implications of activity-dependent neuronal processes, Harvard University Ph.D. thesis.

Goldman MS, Golowasch J, Marder E, Abbott LF (2000) Dependence of firing pattern on intrinsic ionic conductances: sensitive and insensitive combinations, Neurocomputing 32-33:141-146.

Goldman MS, Nelson SB, Abbott LF (1999) Decorrelation of spike trains by synaptic depression, Neurocomputing 26-27:147-153.