Publications
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Submitted
- Sreekumar, V., Nielson, D. M., Smith, T. A., Dennis, S. J., and Sederberg, P. B. (Submitted). The experience of vivid autobiographical reminiscence is supported by personal semantic representations in the precuneus. (Abs) (bioRxiv)
- Spears, T. A., Jacques, B. G., Howard, M. W., and Sederberg, P. B. (Submitted). Scale-invariant temporal history (SITH): optimal slicing of the past in an uncertain world. (Abs) (arXiv)
- Tiganj, Z., Gershman, S. J., Sederberg, P. B., and Howard, M. W. (Submitted). Estimating scale-invariant future in continuous time. (Abs) (arXiv)
- A., Schwemmer M., D., Skomrock N., B., Sederberg P., E., Ting J., G., Sharma, A., Bockbrader M., and Friedenberg, D. A. (Submitted). Meeting brain-computer interface user performance expectations using a deep neural network decoding framework.
- Siefke B. M., Smith T. A., and B., Sederberg P. (Submitted). A Context-Change Account of Temporal Distinctiveness.
- Sederberg, P. B., and Smith, T. A. (Submitted). Modeling the role of context and prediction in encoding variability.
- O’Connell, T., Sederberg, P. B., and Walther, D. (Submitted). Scene structure preserved in line drawings is sufficient to represent scene category but not scene identity in scene-selective cortex.
- Gillespie, M. J., Smith, T. A., Cunningham, W. A., and Sederberg, P. B. (Submitted). Open to too much experience: Individual differences in personality predict false memory.
- Smith, T. A., and Sederberg, P. B. (Submitted). Low frequency neural oscillations during encoding reveal interactions between semantic relatedness, subsequent memory, and subsequent false memory.
In Press
- O’Connell, T. P., Sederberg, P. B., and Walther, D. B. (In Press). Representational differences between line drawings and photographs of natural scenes: A dissociation between multi-voxel pattern analysis and repetition suppression. Neuropsychologia, 117(0028-3932), 513–519. (Abs) (PDF)
2018
- Palestro, J. J., Weichart, E. R., Sederberg, P. B., and Turner, B. M. (2018). Some task demands induce collapsing bounds: Evidence from a behavioral analysis. Psychonomic Bulletin Review, 25(1531-5320), 1225–1248. (Abs) (PDF)
- Scharre, D. W., Weichart, E. R., Nielson, D. M., Zhang, J., Agrawal, P., Sederberg, P. B., Knopp, M. V., and Rezai, A. R. (2018). Deep Brain Stimulation of Frontal Lobe Networks to Treat Alzheimer’s Disease. Journal of Alzheimer’s Disease, 62(2), 621–633. (Abs) (PDF)
- Palestro, J. J., Bahg, G., Sederberg, P. B., Lu, Z.-L., Steyvers, M., and Turner, B. M. (2018). A tutorial on joint models of neural and behavioral measures of cognition. Journal of Mathematical Psychology, 84(0022-2496), 20–48. (Abs) (PDF)
2017
- Gravina, M. T., and Sederberg, P. B. (2017). The neural architecture of prediction over a continuum of spatiotemporal scales. Current Opinion in Behavioral Sciences, 17(2352-1546), 194–202. (Abs) (PDF)
- Nielson, D. M., and Sederberg, P. B. (2017). MELD: Mixed effects for large datasets. PLOS ONE, 12(8), 1–21. (Abs) (PDF)
2016
- Turner, B. M., Sederberg, P. B., and McClelland, J. L. (2016). Bayesian analysis of simulation-based models. Journal of Mathematical Psychology, 72(0022-2496), 191–199. (Abs) (PDF)
- Ratcliff, R., Sederberg, P. B., Smith, T. A., and Childers, R. (2016). A single trial analysis of EEG in recognition memory: Tracking the neural correlates of memory strength. Neuropsychologia, 93(0028-3932), 128–141. (Abs) (PDF)
- Hasinski, A. E., and Sederberg, P. B. (2016). Trial-level information for individual faces in the fusiform face area depends on subsequent memory. NeuroImage, 124(1053-8119), 526–535. (Abs) (PDF)
- Rezai, A. R., Sederberg, P. B., Bogner, J., Nielson, D. M., Zhang, J., Mysiw, W. J., Knopp, M. V., and Corrigan, J. D. (2016). Improved Function After Deep Brain Stimulation for Chronic, Severe Traumatic Brain Injury. Neurosurgery, 79(2), 204–211. (Abs) (PDF)
- Deogaonkar, M., Sharma, M., Oluigbo, C., Nielson, D. M., Yang, X., Vera-Portocarrero, L., Molnar, G. F., Abduljalil, A., Sederberg, P. B., Knopp, M., and Rezai, A. R. (2016). Spinal Cord Stimulation (SCS) and Functional Magnetic Resonance Imaging (fMRI): Modulation of Cortical Connectivity With Therapeutic SCS. Neuromodulation: Technology at the Neural Interface, 19(2), 142–-153. (Abs) (PDF)
2015
- Manns J. R., Galloway C. R., and B., Sederberg P. (2015). A temporal context repetition effect in rats during a novel object recognition memory task. Animal Cognition, 18(5), 1031–1037. (Abs) (PDF)
- Ziniel, J., Schniter, P., and Sederberg, P. B. (2015). Binary Linear Classification and Feature Selection via Generalized Approximate Message Passing. Signal Processing, IEEE Transactions on, 63(8), 2020–2032. (Abs) (PDF)
- Paul, B. T., Sederberg, P. B., and Feth, L. L. (2015). Imagined Temporal Groupings Tune Oscillatory Neural Activity for Processing Rhythmic Sounds. Timing & Time Perception, 3, 172–188. (Abs) (PDF)
- Hayes, T. R., Petrov, A. A., and Sederberg, P. B. (2015). Do we really become smarter when our fluid-intelligence test scores improve?. Intelligence, 48, 1–14. (Abs) (PDF)
- Nielson, D. M., Smith, T. A., Sreekumar, V., Dennis, S., and Sederberg, P. B. (2015). Human hippocampus represents space and time during retrieval of real-world memories. Proceedings of the National Academy of Sciences, 112(0027-8424), 11078–11083. (Abs) (PDF)
2014
- Polyn, S. M., and Sederberg, P. B. (2014). Brain rhythms in mental time travel. NeuroImage, 85, 678–684. (Abs) (PDF)
- Gershman, S. J., Blei, D. M., Norman, K. A., and Sederberg, P. B. (2014). Decomposing spatiotemporal brain patterns into topographic latent sources. NeuroImage, 98, 91–102. (Abs) (PDF)
- Turner, B. M., and Sederberg, P. B. (2014). A generalized, likelihood-free method for posterior estimation. Psychonomic Bulletin & Review, 21(2), 227–250. (Abs) (PDF)
- Serruya, M. D., Sederberg, P. B., and Kahana, M. J. (2014). Power shifts track serial position and modulate encoding in human episodic memory. Cerebral Cortex, 24(2), 403–413. (Abs) (PDF)
2013
- Johnson, M. R., Higgins, J. A., Norman, K. A., Sederberg, P. B., Smith, T. A., and Johnson, M. K. (2013). Foraging for thought: an inhibition of return-like effect resulting from directing attention within working memory. Psychological Science, 24(7), 104–1112. (Abs) (PDF)
- Smith, T. A., Hasinski, A. E., and Sederberg, P. B. (2013). The Context Repetition Effect: Predicted Events are Remembered Better, Even When They Don’t Happen. Journal of Experimental Psychology: General, 142(4), 1298–1308. (Abs) (PDF)
- Turner, B. M., Forstmann, B. U., Wagenmakers, E.-J., Brown, S. D., Sederberg, P. B., and Steyvers, M. (2013). A Bayesian framework for simultaneously modeling neural and behavioral data. NeuroImage, 72, 193–206. (Abs) (PDF) (Supp)
- Turner, B. M., Sederberg, P. B., Brown, S., and Steyvers, M. (2013). A method for efficiently sampling from distributions with correlated dimensions. Psychological Methods, 18(3), 368–384. (Abs) (PDF)
2012
- Gershman, S. J., Moore, C. D., Todd, M. T., Norman, K. A., and Sederberg, P. B. (2012). The successor representation and temporal context. Neural Computation, 24(6), 1553–1568. (Abs) (PDF)
- Turk-Browne, N. B., Simon, M. G., and Sederberg, P. B. (2012). Scene representations in parahippocampal cortex depend on temporal context. The Journal of Neuroscience, 32(21), 7202–7207. (Abs) (PDF)
- Turner, B. M., and Sederberg, P. B. (2012). Approximate Bayesian computation with differential evolution. Journal of Mathematical Psychology, 56(5), 375–385. (Abs) (PDF)
2011
- Hayes, T. R., Petrov, A. A., and Sederberg, P.B. (2011). A novel method for analyzing sequential eye movements reveals strategic influence on Raven’s Advanced Progressive Matrices. Journal of Vision, 11(10), 1–10. (Abs) (PDF)
- Sederberg, P. B., Gershman, S. J., Polyn, S. M., and Norman, K. A. (2011). Human memory reconsolidation can be explained using the temporal context model. Psychonomic Bulletin & Review, 18(3), 455–468. (Abs) (PDF)
2010
- Sederberg, P. B., Miller, J. F., Howard, M. W, and Kahana, M. J. (2010). The temporal contiguity effect predicts episodic memory performance. Memory & Cognition, 38(6), 689–699. (Abs) (PDF)
- Solway, A., Geller, A. S., Sederberg, P. B., and Kahana, M. J. (2010). PyParse: A semiautomated system for scoring spoken recall data. Behavior Research Methods, 42(1), 141–147. (Abs) (PDF)
2009
- Hanke, M., Halchenko, Y. O., Sederberg, P.B., Hanson, S. J., Haxby, J. V., and Pollmann, S. (2009). PyMVPA: A Python toolbox for multivariate pattern analysis of fMRI data. Neuroinformatics, 7(1), 37–53. (Abs) (PDF)
- Hanke, M., Halchenko, Y. O., Sederberg, P. B., Olivetti, E., Frund, I., Rieger, J. W., Herrmann, C. S., Hanson, S. J., Haxby, J. V., and Pollmann, S. (2009). PyMVPA: A Unifying Approach to the Analysis of Neuroscientific Data. Fontiers in Neuroinformatics, 3, 3. (Abs) (PDF)
- Howard, M. W, Sederberg, P. B., and Kahana, M. J. (2009). Reply to Farrell and Lewandowsky: Changes in the shape of the lag-CRP predicted by TCM due to recency. Psychonomic Bulliten & Review, 16(5), 973–984. (Abs) (PDF)
- Socher, R., Gershman, S. J., Sederberg, P. B., Norman, K. A., Perotte, A. J., and Blei, D. M. (2009). A bayesian analysis of dynamics in free recall. Advances in Neural Information Processing Systems, 22, 1714–1722. (Abs) (PDF)
2008
- Howard, M. W., Kahana, M. J., and Sederberg, P. B. (2008). Postscript: Distinguishing between temporal context and short-term store. Psychological Review, 115(4), 1125–1126. (Abs) (PDF)
- Kahana, M. J., Sederberg, P. B., and Howard, M. W. (2008). Putting short-term memory into context: Reply to Usher and colleagues. Psychological Review, 115(4), 1119–1125. (Abs) (PDF)
- Sederberg, P. B., Howard, M. W., and Kahana, M. J. (2008). A context-based theory of recency and contiguity in free recall. Psychological Review, 115(4), 893–912. (Abs) (PDF)
2007
- van Vugt, M. K., Sederberg, P. B., and Kahana, M. J. (2007). Comparison of spectral analysis methods for characterizing brain oscillations. Journal of Neuroscience Methods, 162(1-2), 49–63. (Abs) (PDF)
- Geller, A. S., Schleifer, I. K., Sederberg, P. B., Jacobs, J., and Kahana, M. J. (2007). PyEPL: A Cross-Platform Experiment-Programming Library. Behavior Research Methods, 39(4), 950–958. (Abs) (PDF)
- Sederberg, P. B., Schulze-Bonhage, A., Madsen, J. R., Bromfield, E. B., Litt, B., Brandt, A., and Kahana, M. J. (2007). Gamma oscillations distinguish true from false memories. Psychological Science, 18(11), 927–932. (Abs) (PDF) (Supp)
- Sederberg, P. B., Schulze-Bonhage, A., Madsen, J. R., Bromfield, E. B., McCarthy, D. C., Brandt, A., Tully, M. S., and Kahana, M. J. (2007). Hippocampal and neocortical gamma oscillations predict memory formation in humans. Cerebral Cortex, 17(5), 1190–1196. (Abs) (PDF)
2006
- Sederberg, P. B., Gauthier, L. V., Terushkin, V., Miller, J. F., Barnathan, J. A., and Kahana, M. J. (2006). Oscillatory Correlates of the Primacy Effect in Episodic Memory. NeuroImage, 32(3), 1422–1431. (Abs) (PDF)
2003
- Sederberg, P. B., Kahana, M. J., Howard, M. W., Donner, E. J., and Madsen, J. R. (2003). Theta and gamma oscillations during encoding predict subsequent recall. Journal of Neuroscience, 23(34), 10809–10814. (Abs) (PDF)
1998
- Levy, W. B, Sederberg, P. B., and August, D. (1998). Sequence Compression in a Hippocampal Model: A Functional Dissection. Computational Neuroscience: Trends in Research, J. M. Bower, Ed., 435–439. (Abs) (PDF)