Publications

Unsupervised Multitaper Spectral Method for Identifying REM Sleep in Intracranial EEG Recordings Lacking EOG/EMG Data.

Lepage KQ, Jain S, Kvavilashvili A, Witcher M, Vijayan S (2023). Unsupervised Multitaper Spectral Method for Identifying REM Sleep in Intracranial EEG Recordings Lacking EOG/EMG Data. Bioengineering, 10(9), 1009. doi:10.3390/bioengineering10091009

Emotional Memory Processing during REM Sleep with implication for Post-Traumatic Stress Disorder.

Rho Y-A, Shefty J, Vijayan S (2023). Emotional Memory Processing during REM Sleep with implication for Post-Traumatic Stress Disorder. Journal of Neuroscience, 43(3), 433-446. doi:10.1523/JNEUROSCI.1020-22.2022

Cortical circuit-based lossless neural integrator for perceptual decision-making.

Lee JH, Tsunada J, Vijayan S*, Cohen YE* (2022). Cortical circuit-based lossless neural integrator for perceptual decision-making. Frontiers in Computational Neuroscience, 16, 979830. doi:10.3389/fncom.2022.979830
*- Co-senior Authors

Multitaper estimates of phase-amplitude coupling.

Lepage KQ, Fleming CN, Witcher MR, Vijayan S (2021). Multitaper estimates of phase-amplitude coupling. Journal of Neural Engineering, 18, 1-15. doi:10.1088/1741-2552/ac1deb

Spatially expandable fiber-based probes as a multifunctional deep brain interface.

Jiang S, Patel DC, Kim J, Yang S, Mills W, Zhang Y, Wang K, Feng Z, Vijayan S, Cai W, Wang A, Guo Y, Kimbrough I, Sontheimer H, Jia X (2020). Spatially expandable fiber-based probes as a multifunctional deep brain interface. Nature Communications 11, 1-14. doi:10.1038/s41467-020-19946-9

Temporal learning of bottom-up connections via spatially nonspecific top-down inputs.

Lee JH, Kim M, Vijayan S (2020). Temporal learning of bottom-up connections via spatially nonspecific top-down inputs. Neurocomputing, 411, 128-138. doi:10.1016/j.neucom.2020.06.030

Haploinsufficiency of X-linked intellectual disability gene CASK induces post-transcriptional changes in synaptic and cellular metabolic pathways.

Patel PA, Liang C, Arora A, Vijayan S, Ahuja S, Wagley PK, Settlage R, LaConte LE, Goodkin HP, Lazar I, Srivastava S, Mukherjee K (2020). Haploinsufficiency of X-linked intellectual disability gene CASK induces post-transcriptional changes in synaptic and cellular metabolic pathways. Experimental Neurology, 113139; PMCID: PMC7237311. doi:10.1016/j.expneurol.2020.113319

A comparative study of motor imagery based BCI classifiers on EEG and iEEG data.

Nagabushan N, Fisher T, Malaty G, Witcher M, and Vijayan S (2019). A comparative study of motor imagery based BCI classifiers on EEG and iEEG data. IEEE Global Conference on Signal and Information Processing (GlobalSIP), pp. 1-5, IEEE. doi:10.1109/GlobalSIP45357.2019.8969540

On the Dynamics and Control of a Full Wrist Exoskeleton for Tremor Alleviation.

Wang J, Barry O, Kurdila AJ, and Vijayan S (2019). On the Dynamics and Control of a Full Wrist Exoskeleton for Tremor Alleviation. In ASME 2019 Dynamic Systems and Control Conference. American Society of Mechanical Engineers Digital Collection. doi:10.1115/DSCC2019-9118

Cortical circuit based lossless neural integrator for perceptual decision-making.

Lee JH, Tsunada J, Vijayan S, and Cohen YE (2018). Cortical circuit based lossless neural integrator for perceptual decision-making. bioRxiv, bioRxiv; doi:10.1101/158865.

Inferring neuronal network mechanisms underlying anesthesia-induced oscillations using mathematical models.

Vijayan S and McCarthy MM. Inferring neuronal network mechanisms underlying anesthesia-induced oscillations using mathematical models. In Dynamic Neuroscience. Ed. Chen Z and Sarma SV. New York City: Springer, In press.

System identification for sleep-mediated, stimulation-enhanced memory consolidation.

Lepage KQ and Vijayan S (2017). System identification for sleep-mediated, stimulation-enhanced memory consolidation. In 2017 51st Asilomar Conference on Signals, Systems, and Computers (pp. 336-343). IEEE, In press.

The relationship between coherence and the phase-locking value.

Lepage KQ and Vijayan S (2017). The relationship between coherence and the phase-locking value. J Theor Biol. 435:106-109.

Frontal beta-theta network during REM sleep.

Vijayan S, Lepage KQ, Kopell NJ, Cash SS (2017). Frontal beta-theta network during REM sleep. eLife, 6:e18894.

Thalamic mechanisms underlying alpha-delta sleep with implications for fibromyalgia.

Vijayan S, Klerman EB, Adler GK, Kopell NJ (2015). Thalamic mechanisms underlying alpha-delta sleep with implications for fibromyalgia. Journal of Neurophysiology, 114, 1923-1930.

A time series model of phase amplitude cross frequency coupling and comparison of spectral characteristics with neural data.

Lepage KQ and Vijayan S (2015). A time series model of phase amplitude cross frequency coupling and comparison of spectral characteristics with neural data. BioMed Research International, 1-8.

Brain rhythms connect impaired inhibition to altered cognition in schizophrenia.

Pittman-Polletta BR, Kocsis B, Vijayan S, Whittington MA, Kopell NJ (2015). Brain rhythms connect impaired inhibition to altered cognition in schizophrenia, Biological Psychiatry, 77, 1020-1030.

The roles of sleep-wake states and brain rhythms in epileptic seizure onset.

Ahmed OJ*, Vijayan S* (2014). The roles of sleep-wake states and brain rhythms in epileptic seizure onset. Journal of Neuroscience, 34, 7395-7.

Biophysical modeling of alpha rhythms during halothane-induced unconsciousness.

Vijayan S, Ching S, Purdon PL, Brown EN, Kopell NJ (2013). Biophysical modeling of alpha rhythms during halothane-induced unconsciousness. Int. IEEE EMBS Conf. Neural Engineering, 1104-1107.

Thalamocortical mechanisms for the anteriorization of alpha rhythms during propofol-induced unconsciousness.

Vijayan S*, Ching S*, Purdon PL, Brown EN, Kopell NJ (2013). Thalamocortical mechanisms for the anteriorization of alpha rhythms during propofol-induced unconsciousness. Journal of Neuroscience, 33, 11070-5.

Thalamic model of awake alpha oscillations and implications for stimulus processing.

Vijayan S and Kopell NJ (2012). Thalamic model of awake alpha oscillations and implications for stimulus processing. PNAS, 109, 18553-8.

A neurophysiological-metabolic model for burst suppression.

Ching S, Purdon PL, Vijayan S, Kopell NJ, Brown EN (2012). A neurophysiological-metabolic model for burst suppression. PNAS, 109, 3095-100.

Assessing neuronal interactions of cell assemblies during general anesthesia.

Chen Z, Vijayan S, Ching S, Hale G, Flores, FJ, Wilson MA, Brown EN (2011). Assessing neuronal interactions of cell assemblies during general anesthesia. Conf. Proc. IEEE Eng. Med. Biol. Soc., 4175-8.

Activity in the barrel cortex during active behavior and sleep.

Vijayan S, Hale GJ, Moore CI, Brown EN, Wilson MA (2010). Activity in the barrel cortex during active behavior and sleep. Journal of Neurophysiology, 103, 2074-2084.

Discrete and continuous-time probabilistic models and algorithms for inferring neuronal UP/DOWN states.

Chen Z, Vijayan S, Wilson MA, Barbieri R, Brown EN (2009). Discrete- and continuous-time probabilistic models and algorithms for inferring neuronal UP/DOWN states. Neural Computation, 21, 1797-1862.

Vascular response to syntactic processing: event-related fMRI study of relative clauses.

Caplan D, Vijayan S, Kuperberg G, West C, Waters G, Greve D, Dale AM (2001). Vascular response to syntactic processing: event-related fMRI study of relative clauses. Human Brain Mapping, 15, 26-38.

Rule learning by seven-month-old infants

Marcus GF, Vijayan S, Bandi Rao S, Vishton PM (1999). Rule learning by seven-month-old infants. Science, 283, 77-80.