1. Wei G, Tajik Mansouri Z, Wang X, and Stevenson IH (2023)
    Calibrating Bayesian decoders of neural spiking activity
    bioRxiv 2023.11.14.567028. [Preprint]

  2. Stevenson IH (2023)
    Circumstantial evidence and explanatory models for synapses in large-scale spike recordings
    Neurons, Behavior, Data Analysis, and Theory December, 1-30. [Abstract]

  3. Davidesco I, Glaser N, Stevenson IH, and Dagan O (2023)
    Detecting fluctuations in student engagement and retention during video lectures using electroencephalography.
    British Journal of Educational Technology 54 (6): 1895-1916. [Abstract]

  4. Wei G and Stevenson IH (2023)
    Dynamic modeling of spike count data with Conway-Maxwell Poisson variability
    Neural Computation 35 (7): 1187–1208 [Preprint, Abstract, Code]

  5. He F, Stevenson IH, and Escabi MA (2023)
    Two stages of bandwidth scaling drives efficient neural coding of natural sounds
    PLoS Computational Biology 19(2) [Preprint, Abstract]

  6. Wei G, Stevenson IH, and Wang X (2022)
    Bayesian clustering of neural spiking activity using a mixture of dynamic Poisson factor analyzers
    NeurIPS 35, 19499–19510 [Preprint, Abstract, Code]

  7. Ren N, Wei G, Ghanbari A, and Stevenson IH (2022)
    Predictable fluctuations in excitatory synaptic strength due to natural variation in presynaptic firing rate
    Journal of Neuroscience 42 (46) 8608-8620 [Preprint, Abstract, Code]

  8. Ren N, Carratala‐Ros C, Ecevitoglu A, Rotolo RA, Edelstein GA, Presby RE, Stevenson IH, Chrobak JJ, and Salamone JD (2022)
    Effects of the dopamine depleting agent tetrabenazine on detailed temporal parameters of effort‐related choice responding
    Journal of the Experimental Analysis of Behavior 1117(3) 331-345 [Abstract]

  9. Hafizi H, Nigam S, Barnathan J, Ren N, Stevenson IH, Masmanidis SC, Newman EL, Sporns O, and Beggs JM (2021)
    Inhibition-dominated rich-club shapes dynamics in cortical microcircuits in awake behaving mice
    bioRxiv 2021.05.07.443074v2 [Preprint]

  10. Wei G and Stevenson IH (2021)
    Tracking fast and slow changes in synaptic weights from simultaneously observed pre- and postsynaptic spiking
    Neural Computation 33 (10): 2682–2709 [Preprint, Abstract, Code]

  11. Ren N, Ito S, Hafizi H, Beggs JM, and Stevenson IH (2020)
    Model-based detection of putative synaptic connections from spike recordings with latency and type constraints
    Journal of Neurophysiology 124 (6) 1588-1604 [Preprint, Abstract, Code]

  12. Zhai X, Khatami F, Sadeghi M, He F, Read HL, Stevenson IH, and Escabi MA (2020)
    Distinct midbrain response statistics are associated with sound recognition and discrimination during the construction of natural sound textures
    PNAS 117 (49) 31482-31493 [Preprint, Abstract]

  13. Ghanbari A, Ren N, Keine C, Stoelzel C, Englitz B, Swadlow H, and Stevenson IH (2020)
    Modeling the short-term dynamics of in vivo excitatory spike transmission
    Journal of Neuroscience 40 (21) 4185-4202 [Preprint, Abstract, PDF, Code]

  14. Ghanbari A, Lee CM, Read HL, and Stevenson IH (2019)
    Modeling stimulus-dependent variability improves decoding of population neural responses
    Journal of Neural Engineering 16, 066018 [Preprint, Abstract, PDF, Code]

  15. Sadeghi M, Zhai X, Stevenson IH, and Escabi M (2019)
    A Neural Ensemble Correlation Code for Sound Category Identification
    PLoS Biology 17(10): e3000449. [Preprint, Abstract, PDF, Code & Data]

  16. Stevenson IH (2018)
    Omitted variable bias in GLMs of neural spiking activity
    Neural Computation 30 (12), 3227-3258. [Preprint, Abstract, PDF]

  17. Michaels TI, Long LL, Stevenson IH, Chrobak JJ, and Chen C-MA (2018)
    Effects of chronic ketamine on hippocampal cross-frequency coupling: Implications for schizophrenia pathophysiology
    European Journal of Neuroscience 48, 2903-2914 [Abstract, PDF]

  18. Ghanbari A, Malyshev A, Volgushev M, and Stevenson IH (2017)
    Estimating short-term synaptic plasticity from pre- and postsynaptic spiking
    PLoS Computational Biology 13(9): e1005738. [Abstract, PDF, Code]

  19. Stevenson IH (2016)
    Flexible models for spike count data with both over- and under- dispersion
    Journal of Computational Neuroscience 41(1), 29-43. [Abstract,PDF,Code]

  20. Volgushev M, Ilin V, and Stevenson IH (2015)
    Identifying and Tracking Simulated Synaptic Inputs from Neuronal Firing: Insights from In Vitro Experiments
    PLoS Computational Biology 11(3): e1004167. [Abstract, PDF]

  21. Fernandes HL, Stevenson IH, Phillips AN, Segraves MA, and Kording KP (2014)
    Saliency and saccade encoding in the Frontal Eye Field during natural scene search
    Cerebral Cortex 24 (12): 3232-3245. [Abstract, PDF]

  22. Ilin V, Stevenson IH, and Volgushev M (2014)
    Injection of fully-defined signal mixtures: a novel high-throughput tool to study neuronal encoding and computations
    PLoS ONE 9(10): e109928. [Abstract,PDF]

  23. Wei K, Glaser JI, Deng L, Thompson CK, Stevenson IH, Wang Q, Hornby TG, Heckman CJ, and Kording KP (2014)
    Serotonin affects movement gain control in the spinal cord
    Journal of Neuroscience 34(38):12690-12700. [Abstract, PDF]

  24. Long LL, Hinman JR, Chen C-M, Stevenson IH, Read HL, Escabi MA, and Chrobak JJ (2014)
    Novel acoustic stimuli can alter locomotor speed to hippocampal theta relationship
    Hippocampus 24(9): 1053-1058. [Abstract, PDF]

  25. Fernandes HL, Stevenson IH, Vilares I, and Kording KP (2014)
    The generalization of prior uncertainty during reaching
    Journal of Neuroscience 34(34): 11470-11484. [Abstract, PDF]

  26. Agarwal G, Stevenson IH, Berenyi A, Mizuseki K, Buzsaki G, and Sommer F (2014)
    Spatially distributed local fields in the hippocampus encode rat position
    Science 344(6184): 626-630. [Abstract, PDF]

  27. Ding Q, Stevenson IH, Wang N, Li W, Sun Y, Kording KP, and Wei K (2013)
    Motion games improve balance control in stroke survivors
    Displays 32(2): 125-131. [Abstract, PDF]

  28. Yan X, Wang Q, Lu Z, Stevenson IH, Kording KP, and Wei K (2013)
    Generalization of unconstrained reaching with hand weight changes
    Journal of Neurophysiology 109: 137-146. [Abstract, PDF]

  29. Stevenson IH, London BM, Oby ER, Sachs NA, Reimer J, Englitz B, David SV, Shamma SA,
    Blanche TJ, Mizuseki K, Zandvakili A, Hatsopoulos NG, Miller LE, and, Kording KP (2012)
    Functional connectivity and tuning curves in populations of simultaneously recorded neurons
    PLoS Computational Biology 8(11): e1002775. [Abstract, PDF]

  30. Fernandes HL, Stevenson IH and Kording KP (2012)
    Generalization of stochastic visuomotor rotations
    PLoS ONE 24, 7(8): e43016. [Abstract, PDF]

  31. Stevenson IH and Kording KP (2011)
    Inferring spike-timing-dependent plasticity from spike train data
    Advances in Neural Information Processing Systems 24, 2582-2590. [PDF]

  32. Stevenson IH, Cherian A, London BM, Sachs N, Lindberg E, Reimer J, Slutzky MW,
    Hatsopoulos NG, Miller LE, and Kording KP (2011)
    Statistical assessment of the stability of neural movement representations
    Journal of Neurophysiology 106: 764-774. [Abstract, PDF]

  33. Stevenson IH and Kording KP (2011)
    How advances in neural recording affect data analysis
    Nature Neuroscience 14: 139-142. [Abstract, PDF, Data]

  34. Wei K, Stevenson IH, and Kording KP (2010)
    The uncertainty associated with visual flow fields and their influence on postural sway
    Journal of Vision 10(14): 4. [Abstract, PDF, Code]

  35. Stevenson IH*, Cronin B*, Sur M, and Kording KP (2010)
    Sensory adaptation and short term plasticity as Bayesian correction for a changing brain
    PLoS ONE 5(8): e12436. (* contributed equally) [Abstract, PDF]

  36. Rebesco JM, Stevenson IH, Kording KP, Solla SA, and Miller LE (2010)
    Rewiring neural interactions by micro-stimulation
    Frontiers in Systems Neuroscience 4:39. [Abstract, PDF]

  37. Stevenson IH and Kording KP (2010)
    On the similarity of functional connectivity between neurons estimated across timescales
    PLoS ONE 5(2): e9206. [Abstract, PDF]

  38. Cronin B*, Stevenson IH*, Sur M, and Kording KP (2010)
    Hierarchical Bayesian modeling and Markov chain Monte Carlo sampling for tuning curve analysis
    Journal of Neurophysiology 103: 591-602. (*contributed equally) [Abstract, PDF, Code]

  39. Stevenson IH, Fernandes HL, Vilares I, Wei K, and Kording KP (2009)
    Bayesian integration and non-linear feedback control in a full-body motor task
    PLoS Computational Biology 5(12): e1000629. [Abstract, PDF, Code]

  40. Stevenson IH and Kording KP (2009)
    Structural inference affects depth perception in the context of potential occlusion
    Advances in Neural Information Processing Systems 22. 1777-1784. [PDF]

  41. Stevenson IH, Rebesco JM, Hatsopoulos NG, Haga Z, Miller LE, and Kording KP (2009)
    Bayesian inference of functional connectivity and network structure from spikes
    IEEE Trans. Neural Systems and Rehabilitation (Special Issue on Brain Connectivity). 17, 3: 203-213. [Abstract, PDF]

  42. Stevenson IH, Rebesco JM, Miller LE, and Kording KP (2008)
    Inferring functional connections between neurons
    Current Opinion in Neurobiology. 18: 582-588. [Abstract, PDF]

  43. Whitehead JA and Stevenson I (2007)
    Turbulent Mixing of two-layer stratified fluid
    Physics of Fluids 19 (12). [Abstract, PDF]

  44. Chen Y, Stevenson I, Pouy R, Wang L, McIlroy D, Pounds T, Norton M, and Aston D (2007)
    Mechanical elasticity of vapour–liquid–solid grown GaN nanowires
    Nanotechnology 18, 135708. [Abstract, PDF]

  45. Dobrokhotov V, McIlroy D, Norton M, Abuzir A, Yeh W, Stevenson I, Pouy R, Bochenek J,
    Cartwright M, Wang L, Dawson J, Beaux M, and Berven C (2006)
    Principles and mechanisms of gas sensing by GaN nanowires functionalized with gold nanoparticles
    Journal of Applied Physics 99, 104302. [Abstract, PDF]