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Comparison of logistic regression, support vector machines, and deep learning classifiers for predicting memory encoding success using human intracranial EEG recordings.

Arora A, Lin JJ, Gasperian A, Stein J, Maldjian J, Kahana MJ, Lega B.

J Neural Eng. 2018 Sep 13. doi: 10.1088/1741-2552/aae131. [Epub ahead of print]


Hippocampal contributions to serial-order memory.

Long NM, Kahana MJ.

Hippocampus. 2018 Sep 4. doi: 10.1002/hipo.23025. [Epub ahead of print]


Spatial Representations in the Human Brain.

Herweg NA, Kahana MJ.

Front Hum Neurosci. 2018 Jul 30;12:297. doi: 10.3389/fnhum.2018.00297. eCollection 2018. Review.


Dynamics of brain activity reveal a unitary recognition signal.

Weidemann CT, Kahana MJ.

J Exp Psychol Learn Mem Cogn. 2018 Jul 19. doi: 10.1037/xlm0000593. [Epub ahead of print]


The variability puzzle in human memory.

Kahana MJ, Aggarwal EV, Phan TD.

J Exp Psychol Learn Mem Cogn. 2018 Apr 26. doi: 10.1037/xlm0000553. [Epub ahead of print]


A spacing account of negative recency in final free recall.

Kuhn JR, Lohnas LJ, Kahana MJ.

J Exp Psychol Learn Mem Cogn. 2018 Aug;44(8):1180-1185. doi: 10.1037/xlm0000491. Epub 2018 Apr 12.


Closed-loop stimulation of temporal cortex rescues functional networks and improves memory.

Ezzyat Y, Wanda PA, Levy DF, Kadel A, Aka A, Pedisich I, Sperling MR, Sharan AD, Lega BC, Burks A, Gross RE, Inman CS, Jobst BC, Gorenstein MA, Davis KA, Worrell GA, Kucewicz MT, Stein JM, Gorniak R, Das SR, Rizzuto DS, Kahana MJ.

Nat Commun. 2018 Feb 6;9(1):365. doi: 10.1038/s41467-017-02753-0.


Electrical Stimulation Modulates High γ Activity and Human Memory Performance.

Kucewicz MT, Berry BM, Kremen V, Miller LR, Khadjevand F, Ezzyat Y, Stein JM, Wanda P, Sperling MR, Gorniak R, Davis KA, Jobst BC, Gross RE, Lega B, Stead SM, Rizzuto DS, Kahana MJ, Worrell GA.

eNeuro. 2018 Feb 2;5(1). pii: ENEURO.0369-17.2018. doi: 10.1523/ENEURO.0369-17.2018. eCollection 2018 Jan-Feb.


Evidence for verbal memory enhancement with electrical brain stimulation in the lateral temporal cortex.

Kucewicz MT, Berry BM, Miller LR, Khadjevand F, Ezzyat Y, Stein JM, Kremen V, Brinkmann BH, Wanda P, Sperling MR, Gorniak R, Davis KA, Jobst BC, Gross RE, Lega B, Van Gompel J, Stead SM, Rizzuto DS, Kahana MJ, Worrell GA.

Brain. 2018 Apr 1;141(4):971-978. doi: 10.1093/brain/awx373.


Widespread theta synchrony and high-frequency desynchronization underlies enhanced cognition.

Solomon EA, Kragel JE, Sperling MR, Sharan A, Worrell G, Kucewicz M, Inman CS, Lega B, Davis KA, Stein JM, Jobst BC, Zaghloul KA, Sheth SA, Rizzuto DS, Kahana MJ.

Nat Commun. 2017 Nov 22;8(1):1704. doi: 10.1038/s41467-017-01763-2.


Theta band power increases in the posterior hippocampus predict successful episodic memory encoding in humans.

Lin JJ, Rugg MD, Das S, Stein J, Rizzuto DS, Kahana MJ, Lega BC.

Hippocampus. 2017 Oct;27(10):1040-1053. doi: 10.1002/hipo.22751. Epub 2017 Jun 30.


Proximity of Substantia Nigra Microstimulation to Putative GABAergic Neurons Predicts Modulation of Human Reinforcement Learning.

Ramayya AG, Pedisich I, Levy D, Lyalenko A, Wanda P, Rizzuto D, Baltuch GH, Kahana MJ.

Front Hum Neurosci. 2017 May 9;11:200. doi: 10.3389/fnhum.2017.00200. eCollection 2017.


Direct Brain Stimulation Modulates Encoding States and Memory Performance in Humans.

Ezzyat Y, Kragel JE, Burke JF, Levy DF, Lyalenko A, Wanda P, O'Sullivan L, Hurley KB, Busygin S, Pedisich I, Sperling MR, Worrell GA, Kucewicz MT, Davis KA, Lucas TH, Inman CS, Lega BC, Jobst BC, Sheth SA, Zaghloul K, Jutras MJ, Stein JM, Das SR, Gorniak R, Rizzuto DS, Kahana MJ.

Curr Biol. 2017 May 8;27(9):1251-1258. doi: 10.1016/j.cub.2017.03.028. Epub 2017 Apr 20.


Similar patterns of neural activity predict memory function during encoding and retrieval.

Kragel JE, Ezzyat Y, Sperling MR, Gorniak R, Worrell GA, Berry BM, Inman C, Lin JJ, Davis KA, Das SR, Stein JM, Jobst BC, Zaghloul KA, Sheth SA, Rizzuto DS, Kahana MJ.

Neuroimage. 2017 Jul 15;155:60-71. doi: 10.1016/j.neuroimage.2017.03.042. Epub 2017 Apr 2.


Contextually Mediated Spontaneous Retrieval Is Specific to the Hippocampus.

Long NM, Sperling MR, Worrell GA, Davis KA, Gross RE, Lega BC, Jobst BC, Sheth SA, Zaghloul K, Stein JM, Kahana MJ.

Curr Biol. 2017 Apr 3;27(7):1074-1079. doi: 10.1016/j.cub.2017.02.054. Epub 2017 Mar 23.


Dissecting gamma frequency activity during human memory processing.

Kucewicz MT, Berry BM, Kremen V, Brinkmann BH, Sperling MR, Jobst BC, Gross RE, Lega B, Sheth SA, Stein JM, Das SR, Gorniak R, Stead SM, Rizzuto DS, Kahana MJ, Worrell GA.

Brain. 2017 May 1;140(5):1337-1350. doi: 10.1093/brain/awx043.


Stimulation of the human medial temporal lobe between learning and recall selectively enhances forgetting.

Merkow MB, Burke JF, Ramayya AG, Sharan AD, Sperling MR, Kahana MJ.

Brain Stimul. 2017 May - Jun;10(3):645-650. doi: 10.1016/j.brs.2016.12.011. Epub 2016 Dec 29.


Interictal epileptiform discharges impair word recall in multiple brain areas.

Horak PC, Meisenhelter S, Song Y, Testorf ME, Kahana MJ, Viles WD, Bujarski KA, Connolly AC, Robbins AA, Sperling MR, Sharan AD, Worrell GA, Miller LR, Gross RE, Davis KA, Roberts DW, Lega B, Sheth SA, Zaghloul KA, Stein JM, Das SR, Rizzuto DS, Jobst BC.

Epilepsia. 2017 Mar;58(3):373-380. doi: 10.1111/epi.13633. Epub 2016 Dec 9.


Direct Electrical Stimulation of the Human Entorhinal Region and Hippocampus Impairs Memory.

Jacobs J, Miller J, Lee SA, Coffey T, Watrous AJ, Sperling MR, Sharan A, Worrell G, Berry B, Lega B, Jobst BC, Davis K, Gross RE, Sheth SA, Ezzyat Y, Das SR, Stein J, Gorniak R, Kahana MJ, Rizzuto DS.

Neuron. 2016 Dec 7;92(5):983-990. doi: 10.1016/j.neuron.2016.10.062.


Modulation of task demands suggests that semantic processing interferes with the formation of episodic associations.

Long NM, Kahana MJ.

J Exp Psychol Learn Mem Cogn. 2017 Feb;43(2):167-176. doi: 10.1037/xlm0000300. Epub 2016 Sep 12.


Assessing recognition memory using confidence ratings and response times.

Weidemann CT, Kahana MJ.

R Soc Open Sci. 2016 Apr 13;3(4):150670. doi: 10.1098/rsos.150670. eCollection 2016 Apr.


The human hippocampus contributes to both the recollection and familiarity components of recognition memory.

Merkow MB, Burke JF, Kahana MJ.

Proc Natl Acad Sci U S A. 2015 Nov 17;112(46):14378-83. doi: 10.1073/pnas.1513145112. Epub 2015 Nov 2.


A four-component model of age-related memory change.

Healey MK, Kahana MJ.

Psychol Rev. 2016 Jan;123(1):23-69. doi: 10.1037/rev0000015. Epub 2015 Oct 26. Review.


Successful memory formation is driven by contextual encoding in the core memory network.

Long NM, Kahana MJ.

Neuroimage. 2015 Oct 1;119:332-7. doi: 10.1016/j.neuroimage.2015.06.073. Epub 2015 Jul 2.


Expectation modulates neural representations of valence throughout the human brain.

Ramayya AG, Pedisich I, Kahana MJ.

Neuroimage. 2015 Jul 15;115:214-23. doi: 10.1016/j.neuroimage.2015.04.037. Epub 2015 Apr 30.


Decreases in theta and increases in high frequency activity underlie associative memory encoding.

Greenberg JA, Burke JF, Haque R, Kahana MJ, Zaghloul KA.

Neuroimage. 2015 Jul 1;114:257-63. doi: 10.1016/j.neuroimage.2015.03.077. Epub 2015 Apr 8.


Expanding the scope of memory search: Modeling intralist and interlist effects in free recall.

Lohnas LJ, Polyn SM, Kahana MJ.

Psychol Rev. 2015 Apr;122(2):337-63. doi: 10.1037/a0039036.


Brain computer interface to enhance episodic memory in human participants.

Burke JF, Merkow MB, Jacobs J, Kahana MJ, Zaghloul KA.

Front Hum Neurosci. 2015 Jan 20;8:1055. doi: 10.3389/fnhum.2014.01055. eCollection 2014.


Recall dynamics reveal the retrieval of emotional context.

Long NM, Danoff MS, Kahana MJ.

Psychon Bull Rev. 2015 Oct;22(5):1328-33. doi: 10.3758/s13423-014-0791-2.


Slow-Theta-to-Gamma Phase-Amplitude Coupling in Human Hippocampus Supports the Formation of New Episodic Memories.

Lega B, Burke J, Jacobs J, Kahana MJ.

Cereb Cortex. 2016 Jan;26(1):268-278. doi: 10.1093/cercor/bhu232. Epub 2014 Oct 14.


Human intracranial high-frequency activity during memory processing: neural oscillations or stochastic volatility?

Burke JF, Ramayya AG, Kahana MJ.

Curr Opin Neurobiol. 2015 Apr;31:104-10. doi: 10.1016/j.conb.2014.09.003. Epub 2014 Sep 30. Review.


Electrophysiological evidence for functionally distinct neuronal populations in the human substantia nigra.

Ramayya AG, Zaghloul KA, Weidemann CT, Baltuch GH, Kahana MJ.

Front Hum Neurosci. 2014 Sep 9;8:655. doi: 10.3389/fnhum.2014.00655. eCollection 2014.


Theta and high-frequency activity mark spontaneous recall of episodic memories.

Burke JF, Sharan AD, Sperling MR, Ramayya AG, Evans JJ, Healey MK, Beck EN, Davis KA, Lucas TH 2nd, Kahana MJ.

J Neurosci. 2014 Aug 20;34(34):11355-65. doi: 10.1523/JNEUROSCI.2654-13.2014.


Prestimulus theta in the human hippocampus predicts subsequent recognition but not recall.

Merkow MB, Burke JF, Stein JM, Kahana MJ.

Hippocampus. 2014 Dec;24(12):1562-9. doi: 10.1002/hipo.22335. Epub 2014 Aug 25.


Microstimulation of the human substantia nigra alters reinforcement learning.

Ramayya AG, Misra A, Baltuch GH, Kahana MJ.

J Neurosci. 2014 May 14;34(20):6887-95. doi: 10.1523/JNEUROSCI.5445-13.2014.


Individual differences in memory search and their relation to intelligence.

Healey MK, Crutchley P, Kahana MJ.

J Exp Psychol Gen. 2014 Aug;143(4):1553-69. doi: 10.1037/a0036306. Epub 2014 Apr 14.


Eye closure causes widespread low-frequency power increase and focal gamma attenuation in the human electrocorticogram.

Geller AS, Burke JF, Sperling MR, Sharan AD, Litt B, Baltuch GH, Lucas TH 2nd, Kahana MJ.

Clin Neurophysiol. 2014 Sep;125(9):1764-73. doi: 10.1016/j.clinph.2014.01.021. Epub 2014 Feb 10.


Methods for implantation of micro-wire bundles and optimization of single/multi-unit recordings from human mesial temporal lobe.

Misra A, Burke JF, Ramayya AG, Jacobs J, Sperling MR, Moxon KA, Kahana MJ, Evans JJ, Sharan AD.

J Neural Eng. 2014 Apr;11(2):026013. doi: 10.1088/1741-2560/11/2/026013. Epub 2014 Mar 10.


A retrieved context account of spacing and repetition effects in free recall.

Siegel LL, Kahana MJ.

J Exp Psychol Learn Mem Cogn. 2014 May;40(3):755-64. doi: 10.1037/a0035585. Epub 2014 Feb 24.


MAGELLAN: a cognitive map-based model of human wayfinding.

Manning JR, Lew TF, Li N, Sekuler R, Kahana MJ.

J Exp Psychol Gen. 2014 Jun;143(3):1314-30. doi: 10.1037/a0035542. Epub 2014 Feb 3.


Similarity-based distortion of visual short-term memory is due to perceptual averaging.

Dubé C, Zhou F, Kahana MJ, Sekuler R.

Vision Res. 2014 Mar;96:8-16. doi: 10.1016/j.visres.2013.12.016. Epub 2014 Jan 4.


Neural activity in human hippocampal formation reveals the spatial context of retrieved memories.

Miller JF, Neufang M, Solway A, Brandt A, Trippel M, Mader I, Hefft S, Merkow M, Polyn SM, Jacobs J, Kahana MJ, Schulze-Bonhage A.

Science. 2013 Nov 29;342(6162):1111-4. doi: 10.1126/science.1244056.


Subsequent memory effect in intracranial and scalp EEG.

Long NM, Burke JF, Kahana MJ.

Neuroimage. 2014 Jan 1;84:488-94. doi: 10.1016/j.neuroimage.2013.08.052. Epub 2013 Sep 6.


Compound cuing in free recall.

Lohnas LJ, Kahana MJ.

J Exp Psychol Learn Mem Cogn. 2014 Jan;40(1):12-24. doi: 10.1037/a0033698. Epub 2013 Aug 19.


Is memory search governed by universal principles or idiosyncratic strategies?

Healey MK, Kahana MJ.

J Exp Psychol Gen. 2014 Apr;143(2):575-96. doi: 10.1037/a0033715. Epub 2013 Aug 19.


Direct recordings of grid-like neuronal activity in human spatial navigation.

Jacobs J, Weidemann CT, Miller JF, Solway A, Burke JF, Wei XX, Suthana N, Sperling MR, Sharan AD, Fried I, Kahana MJ.

Nat Neurosci. 2013 Sep;16(9):1188-90. doi: 10.1038/nn.3466. Epub 2013 Aug 4.


Parametric effects of word frequency in memory for mixed frequency lists.

Lohnas LJ, Kahana MJ.

J Exp Psychol Learn Mem Cogn. 2013 Nov;39(6):1943-6. doi: 10.1037/a0033669. Epub 2013 Jul 8. Erratum in: J Exp Psychol Learn Mem Cogn. 2013 Nov;39(6):1725.


Human intracranial high-frequency activity maps episodic memory formation in space and time.

Burke JF, Long NM, Zaghloul KA, Sharan AD, Sperling MR, Kahana MJ.

Neuroimage. 2014 Jan 15;85 Pt 2:834-43. doi: 10.1016/j.neuroimage.2013.06.067. Epub 2013 Jul 1.


PandaEPL: a library for programming spatial navigation experiments.

Solway A, Miller JF, Kahana MJ.

Behav Res Methods. 2013 Dec;45(4):1293-312. doi: 10.3758/s13428-013-0322-5.


Synchronous and asynchronous theta and gamma activity during episodic memory formation.

Burke JF, Zaghloul KA, Jacobs J, Williams RB, Sperling MR, Sharan AD, Kahana MJ.

J Neurosci. 2013 Jan 2;33(1):292-304. doi: 10.1523/JNEUROSCI.2057-12.2013.

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