Faculty

Institution

Unit

Venue

Mark Kramer

Professor

Johns Hopkins University

Affiliations

Whiting School of Engineering

Mark Kramer is currently serving as a Whiting School Of Engineering Professor at Johns Hopkins University.

Honors

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Experiences

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Education

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Mark Kramer

Johns Hopkins University

Professor

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neuroscience neurology epilepsy systems neuroscience computational neuroscience neurophysiology cognitive neuroscience electrophysiology neuroimaging neurodynamics clinical neuroscience physics developmental cognitive neuroscience eeg signal processing applied mathematics child neurology neurodevelopmental disorders brain science brain circuitry developmental neurobiology brain organization brain modeling clinical neurology neuronal networks spike ripples centrotemporal spikes brain function chronobiology cognitive electrophysiology white matter neuroinformatics childhood epilepsy seizure risk torus canards epileptic encephalopathy rolandic epilepsy chaos theory sleep medicine connectomics neurological disorders epileptic seizures sleep spindles angelman syndrome seizure termination benign epilepsy plant science global ecology theoretical physics quantum science affective neuroscience early childhood development early childhood theoretical biology mathematical bioscience neuroradiology biomedical informatics biomedical analysis spinal cord terrestrial ecosystems terrestrial ecology rhizosphere soil ecology quantum theory quantum systems quantum mechanical properties quantum dynamics cellular neurobiology monte carlo methods monte carlo sequential monte carlo neonatology brain mechanisms rhizosphere processes terrestrial carbon cortical network organization emergent network topology biomarker discovery intelligent classification nonlinear systems neural computation dynamical analysis machine learning research learning classifier system behavioural process data mining neural engineering biomarker (medicine) neural network (machine learning) nonlinear dynamics machine learning biomarkers bio-inspired computation bioanalysis natural computing neural circuits complex dynamic systems neural interfaces pattern recognition differential equations human brain dynamical systems computational intelligence machine translation

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Hierarchical Cascade of Sleep Rhythms Supports Motor Memory and is Hijacked by Epileptic Spikes in Human Epilepsy. Proceedings of the National Academy of Sciences (2026)

neurologymemory studiesneurodynamicsneuroscienceneurophysiologyneural circuitsepilepsy

Braininspired Interpretable Resonant Recurrent Neural Networks. (2026)

computational intelligenceneuroscienceneural network (machine learning)neural computationbio-inspired computationrecurrent neural networkscomputational neuroscience

Sleep Microarchitecture, Epileptic Spikes, and Memory in Epilepsy: Implications for Developmental and Epileptic Encephalopathies. Journal of Clinical Neurophysiology (2026)

neurological functionneurologyneuroscienceneurodevelopmental disordersneurophysiologyepilepsy

A Data Augmentation Procedure to Improve Detection of Spike Ripples in Brain Voltage Recordings. Neuroscience Research (2024)

Emily D. SchlaflyDaniel CarboneroCatherine J. ChuMark A. Kramer

neuroimagingspike ripplesneurosciencedata augmentation procedurebrain voltage recordingsdata augmentation

A General Noisedriven Mechanism for the 1Flike Behavior of Neural Field Spectra. (2024)

nonlinear phenomenaphysicsbiophysicsstochastic resonanceneuroscienceneuronsnoiseneural circuits

Association of Sleep Spindle Rate With Memory Consolidation in Children With Rolandic Epilepsy. Neurology (2024)

Hunki KwonDhinakaran M. ChinappenElizabeth A. KinardSkyler K. GoodmanJonathan F. HuangErin D. BerjaKatherine G. WalshWen ShiDara S. ManoachMark A. KramerCatherine J. Chu

neurologychild neurologysleep spindle rateepilepsymemory consolidationrolandic epilepsy

Infant Sleep Spindle Measures From Eeg Improve Prediction of Cerebral Palsy. Clinical Neurophysiology (2024)

Erin D BerjaHunki KwonKatherine G WalshSara V BatesMark A KramerCatherine J Chu

clinical neurosciencespinal cordcerebral palsyneurophysiologysleepchild neurologyneurosciencepediatricscentral nervous systemphysiological measurementsneurologyeeg signal processingdevelopmental cognitive neurosciencesleep disordersneurorehabilitationsleep medicinedevelopmental neurobiologycognitive neuroscienceclinical neurology

Nonnegative Matrix Factorization for Analyzing State Dependent Neuronal Network Dynamics in Calcium Recordings. Scientific Reports (2024)

Daniel CarboneroJad NoueihedMark A KramerJohn A White

matrix factorizationneurobiological mechanismsnonnegative matrix factorizationbrain circuitrybiophysicsneuronal networksneurodynamicsneuroscienceneuronssystems biologycalcium recordingssystems neuroscienceneurophysiologyneural circuitscomputational neuroscience

REPLY: The Challenge of Assessing Invasive Biomarkers for Epilepsy Surgery and to Plan Efficacious Epilepsy Surgery. Brain (2024)

Wen ShiUri EdenMark A KramerCatherine J Chu

neurologyinvasive biomarkersepilepsy

Spike Ripples Localize the Epileptogenic Zone Best: An International Intracranial Study. Brain (2024)

Wen ShiDana ShawKatherine G WalshXue HanUri T EdenRobert M RichardsonStephen V GliskeJulia JacobsBenjamin H BrinkmannGregory A WorrellWilliam C StaceyBirgit FrauscherJohn ThomasMark A KramerCatherine J Chu

neurologyepileptogenic zonebrain scienceneurosciencespike ripplesinternational intracranial studyepilepsy

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Mark Kramer

Professor

Johns Hopkins University

Affiliations

Whiting School of Engineering

Mark Kramer is currently serving as a Whiting School Of Engineering Professor at Johns Hopkins University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Mark Kramer

Johns Hopkins University

Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

A Hierarchical Cascade of Sleep Rhythms Supports Motor Memory and is Hijacked by Epileptic Spikes in Human Epilepsy. Proceedings of the National Academy of Sciences (2026)

neurologymemory studiesneurodynamicsneuroscienceneurophysiologyneural circuitsepilepsy

Braininspired Interpretable Resonant Recurrent Neural Networks. (2026)

computational intelligenceneuroscienceneural network (machine learning)neural computationbio-inspired computationrecurrent neural networkscomputational neuroscience

Sleep Microarchitecture, Epileptic Spikes, and Memory in Epilepsy: Implications for Developmental and Epileptic Encephalopathies. Journal of Clinical Neurophysiology (2026)

neurological functionneurologyneuroscienceneurodevelopmental disordersneurophysiologyepilepsy

A Data Augmentation Procedure to Improve Detection of Spike Ripples in Brain Voltage Recordings. Neuroscience Research (2024)

Emily D. SchlaflyDaniel CarboneroCatherine J. ChuMark A. Kramer

neuroimagingspike ripplesneurosciencedata augmentation procedurebrain voltage recordingsdata augmentation

A General Noisedriven Mechanism for the 1Flike Behavior of Neural Field Spectra. (2024)

nonlinear phenomenaphysicsbiophysicsstochastic resonanceneuroscienceneuronsnoiseneural circuits

Association of Sleep Spindle Rate With Memory Consolidation in Children With Rolandic Epilepsy. Neurology (2024)

Hunki KwonDhinakaran M. ChinappenElizabeth A. KinardSkyler K. GoodmanJonathan F. HuangErin D. BerjaKatherine G. WalshWen ShiDara S. ManoachMark A. KramerCatherine J. Chu

neurologychild neurologysleep spindle rateepilepsymemory consolidationrolandic epilepsy

Infant Sleep Spindle Measures From Eeg Improve Prediction of Cerebral Palsy. Clinical Neurophysiology (2024)

Erin D BerjaHunki KwonKatherine G WalshSara V BatesMark A KramerCatherine J Chu

Nonnegative Matrix Factorization for Analyzing State Dependent Neuronal Network Dynamics in Calcium Recordings. Scientific Reports (2024)

Daniel CarboneroJad NoueihedMark A KramerJohn A White

REPLY: The Challenge of Assessing Invasive Biomarkers for Epilepsy Surgery and to Plan Efficacious Epilepsy Surgery. Brain (2024)

Wen ShiUri EdenMark A KramerCatherine J Chu

neurologyinvasive biomarkersepilepsy

Spike Ripples Localize the Epileptogenic Zone Best: An International Intracranial Study. Brain (2024)

neurologyepileptogenic zonebrain scienceneurosciencespike ripplesinternational intracranial studyepilepsy

1
2
3
4
5
12
10 / page