Faculty

Institution

Unit

Venue

Stephanie Nelli

Occidental College

Affiliations

Department Of Political Science

The College

John Branca Institute for Music

NoneStephanie Nelli is currently serving as a Political Science faculty at Occidental College.

Honors

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Experiences

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Education

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Stephanie Nelli

Occidental College

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neuroscience cognitive science cognitive neuroscience vision research computational intelligence neural network (machine learning) computational neuroscience neural computation computer science deep learning systems neuroscience visual perception machine learning research automated reasoning data science machine learning scientific computing knowledge discovery intelligent computing knowledge-based systems robot learning neural science brain science supervised learning convolutional neural networks question answering recurrent neural networks sequence modelling predictive coding neuronal networks visual processing sensory science eeg signal processing knowledge bases symbolic machine learning knowledge engineering recurrent networks magnitude generalization neural knowledge assembly individual alpha frequency bottom-up drive sensory evidence human decision making parietal eeg signals task demands perceptual decision-making stimulus strength dissociable effects alpha band fluctuations iconic memory recall alpha entrainment post-stimulus alpha oscillations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Stress Recovery Through Mindful Breathing: Convergent Neural Signatures in Around-Ear and Scalp Eeg. bioRxiv (Cold Spring Harbor Laboratory) (2026)

Training Constrains Neural Routes to Knowledge Assembly. bioRxiv (Cold Spring Harbor Laboratory) (2026)

symbolic machine learningknowledge engineeringknowledge basesartificial intelligenceneural routesneural computationrobot learningcomputational intelligencecomputer scienceknowledge-based systemsautomated reasoningknowledge representation and reasoning

Neural Knowledge Assembly in Humans and Neural Networks. Neuron (2023)

machine intelligenceartificial intelligenceintelligent computingneural computationcomputational intelligenceneural knowledge assemblycognitive scienceneural network (machine learning)neuroscienceneuronal networks

Individual Alpha Frequency Determines the Impact of Bottom-Up Drive on Visual Processing. Cerebral Cortex Communications (2021)

Stephanie NelliAayushi MalpaniMax BoonjindasupJohn T Serences

cognitive neuroscienceindividual alpha frequencyneuropsychologyvision researchcomputational neurosciencevisual processingcognitive scienceneurosciencebottom-up drive

Neural State Space Alignment for Magnitude Generalization in Humans and Recurrent Networks. Neuron (2021)

machine learningrecurrent neural networksrecurrent networksmagnitude generalizationdeep learningneural computationsequence modellingmachine learning researchdata sciencecomputational intelligencecognitive scienceneural network (machine learning)neurosciencepredictive coding

If Deep Learning is the Answer, What is the Question?. Nature reviews. Neuroscience (2020)

Andrew SaxeStephanie NelliChristopher Summerfield

cognitive neurosciencescientific computingbrain scienceneural network (machine learning)convolutional neural networksquestion answeringcomputational neurosciencedeep learningsystems neurosciencemachine learning researchknowledge discoverycomputational intelligenceneural sciencecognitive sciencesupervised learningcomputer scienceneuroscienceautomated reasoning

The Speed-Accuracy Tradeoff Reveals Flexible Access to Accumulating Sensory Evidence During Human Decision Making. bioRxiv (Cold Spring Harbor Laboratory) (2018)

Stephanie NelliSirawaj ItthipuripatNuttida RungratsameetaweemanaJohn T. Serences

cognitive neurosciencebiologysensory evidencecognitive sciencehuman decision makingneurosciencesensory science

Alpha Entrainment of Posterior Visual Cortex Impacts Visual Detection. Journal of Vision (2017)

Stephanie NelliMax BoonjindasupAayushi MalpaniJohn Serences

cognitive neurosciencealpha entrainmentneurosciencevision research

Dissociable Effects of Stimulus Strength, Task Demands, and Training on Occipital and Parietal Eeg Signals During Perceptual Decision-Making. Journal of Vision (2017)

Sirawaj ItthipuripatKai-Yu ChangVy VoStephanie NelliJohn Serences

cognitive neurosciencevision researchperceptual decision-makingparietal eeg signalsstimulus strengthdissociable effectseeg signal processingcognitive sciencetask demandsneuroscience

Fluctuations in Instantaneous Frequency Predict Alpha Amplitude During Visual Perception. Nature Communications (2017)

Stephanie NelliSirawaj ItthipuripatRamesh SrinivasanJohn T. Serences

visual perceptionneuroscience

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Stephanie Nelli

Occidental College

Affiliations

Department Of Political Science

The College

John Branca Institute for Music

NoneStephanie Nelli is currently serving as a Political Science faculty at Occidental College.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Stephanie Nelli

Occidental College

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Stress Recovery Through Mindful Breathing: Convergent Neural Signatures in Around-Ear and Scalp Eeg. bioRxiv (Cold Spring Harbor Laboratory) (2026)

Training Constrains Neural Routes to Knowledge Assembly. bioRxiv (Cold Spring Harbor Laboratory) (2026)

Neural Knowledge Assembly in Humans and Neural Networks. Neuron (2023)

Individual Alpha Frequency Determines the Impact of Bottom-Up Drive on Visual Processing. Cerebral Cortex Communications (2021)

Stephanie NelliAayushi MalpaniMax BoonjindasupJohn T Serences

cognitive neuroscienceindividual alpha frequencyneuropsychologyvision researchcomputational neurosciencevisual processingcognitive scienceneurosciencebottom-up drive

Neural State Space Alignment for Magnitude Generalization in Humans and Recurrent Networks. Neuron (2021)

If Deep Learning is the Answer, What is the Question?. Nature reviews. Neuroscience (2020)

Andrew SaxeStephanie NelliChristopher Summerfield

The Speed-Accuracy Tradeoff Reveals Flexible Access to Accumulating Sensory Evidence During Human Decision Making. bioRxiv (Cold Spring Harbor Laboratory) (2018)

Stephanie NelliSirawaj ItthipuripatNuttida RungratsameetaweemanaJohn T. Serences

cognitive neurosciencebiologysensory evidencecognitive sciencehuman decision makingneurosciencesensory science

Alpha Entrainment of Posterior Visual Cortex Impacts Visual Detection. Journal of Vision (2017)

Stephanie NelliMax BoonjindasupAayushi MalpaniJohn Serences

cognitive neurosciencealpha entrainmentneurosciencevision research

Dissociable Effects of Stimulus Strength, Task Demands, and Training on Occipital and Parietal Eeg Signals During Perceptual Decision-Making. Journal of Vision (2017)

Sirawaj ItthipuripatKai-Yu ChangVy VoStephanie NelliJohn Serences

cognitive neurosciencevision researchperceptual decision-makingparietal eeg signalsstimulus strengthdissociable effectseeg signal processingcognitive sciencetask demandsneuroscience

Fluctuations in Instantaneous Frequency Predict Alpha Amplitude During Visual Perception. Nature Communications (2017)

Stephanie NelliSirawaj ItthipuripatRamesh SrinivasanJohn T. Serences

visual perceptionneuroscience

1
2
10 / page