Publications

Journal Papers

• Localist versus distributed representation of sounds in the auditory cortex controlled by distinct inhibitory neuronal subtypes
  M. Tobin, J. Sheth, K. Wood, M. Geffen.
  Biorxiv 2023

• The interplay of uncertainty, relevance and learning influences auditory categorization
  J. Sheth, J. Collina, E. Piasini, K. Kording, Y. Cohen, M. Geffen.
  Biorxiv 2022

• Violation of generalized fluctuation-dissipation theorem in biological limit cycle oscillators with state-dependent internal drives: Applications to hair cell oscillations
  J. Sheth, D. Bozovic, A.J. Levine.
  PRResearch 3, 023150 2021

• Generalizing neural signal-to-text brain-computer interfaces
  J. Sheth, A. Tankus, M. Tran, N. Pouratian, I. Fried, W. Speier
  Biomedical Physics & Engineering Express 7, 035023 2021

• Noise-induced distortion of nonequilibrium oscillator mean limit cycle
  J. Sheth, D. Bozovic, A.J. Levine.
  PRE 99, 062124, 2019

• Nonequilibrium limit-cycle oscillators: Fluctuations in hair bundle dynamics
  J. Sheth, S.W.F. Meenderink, P. Qui~nones, D. Bozovic, A.J. Levine.
  PRE 97, 062411, 2018

Peer-reviewed Conferences

• Relevance, uncertainty, and expectations affect categorization
  J.Sheth, J. Collina, K. Kording. Y. Cohen, M. Geffen
  Proceedings of CCN, 2022

• Lessons From Organising The Diversity And Equity Initiative At University Of Pennsylvania
  J. Sheth
  Grace Hopper Celebration, 2022
  (selected to give a lightning talk)

• Bootstrapping Multilingual AMR with Contextual Word Alignments
  J. Sheth, Y.S. Lee, R. F. Astudillo, T. Naseem, R. Florian, S. Roukos, T. Ward
  Proceedings of EACL, 2021
  (selected to give a talk - 5% acceptance rate)

• Role of contextual word alignments in multilingual Abstract Meaning Representation
  J. Sheth
  Grace Hopper Celebration, 2021
  (awarded Google scholarship to attend conference)

• Translating neural singals to text using a Brain-Computer Interface
  J. Sheth, A. Tankus, M. Tran, N. Pouratian, I. Fried, W. Speier.
  NeurIPS Workshop on Neuro+AI, 2019

• Identifying input features for development of real-time translation of neural signals to text
  J. Sheth, A. Tankus, M. Tran, L. Comstock, I. Fried, W. Speier
  Proceedings of Interspeech, 2019

• Micromagnetic Study of Magnetization reversal and Dipolar interactions in NiFe Nano Disks
  J. Sheth, D. Venkateswarlu, P.S. Anil Kumar
  DAE Solid State Symposium, Dept. of Atomic Energy India, 2013

Talks

• Machine Learning and Signal Processing Techniques (invited)
  Tsui lab, CHOP - UPenn, 2023

• Relevance, integration and learning influence auditory categorization (invited)
  Analog Garage, Boston, 2022

• Relevance, integration and learning influence auditory categorization (invited)
  Li lab, NIEHS, 2022

• Department Physics Colloquium (invited)
  York University, Toronto, 2021

• Using the fluctuation-response relations in biological limit-cycle oscillators to interrogate active feedback and control mechanisms
  American Physical Society Meeting, Online, 2021
  

• Bootstrapping Multilingual AMR with contextualized word embeddings (invited)
  NLP Seminar, IBM Watson, 2020

• Noisy driven oscillators: Adaptive drives break the fluctuation-dissipation theorem
  American Physical Society Meeting, Denver, 2020
  (awarded the Shirley Chan student travel grant, APS DBio division and was a finalist, Student speaker award, APS GSNP division)

• Mapping neural signals to text and Fluctuation analysis of the inner ear’s active dynamics (invited)
  Computational Neuroscience Initiative Seminar, UPenn, 2019

• Fluctuation analysis of the inner ear’s active dynamics (invited)
  Otolaryngology - Head and Neck Surgery Divisions, Stanford, 2019

• Mapping neural signals to text and Fluctuation analysis of the inner ear’s active dynamics (invited) Chang Lab, UCSF, 2019

• Fluctuation analysis of non-equilibrium dynamics in the inner ear and Mapping speech-inducing neural signals onto underlying phonemes (invited)
  Bhaumik Luncheon Young Scientists Seminar, Physics Dept., UCLA, 2019

• Deformation of nonequilibrium limit cycle oscillators due to stochasticity
  J. Sheth, D. Bozovic, A. Levine
  American Physical Society Meeting, Boston, 2019

• Using a fluctuation analysis of limit cycle oscillations in inner ear hair bundles as a new test of low dimensional dynamical models
  J. Sheth, D. Bozovic, A. Levine.
  American Physical Society Meeting, Los Angeles, 2018

Poster presentations

• The interplay between uncertainty and relevance in sound categorization
  Gordon Research Symposium and Conference, 2022

• The interplay between uncertainty and relevance in sound categorization
  Society For Neuroscience, 2021

• Differential function of distinct inhibitory neuronal types in cortical networks
  Advances and Perspectives in Auditory Neuroscience, 2021

• Differential function of distinct inhibitory neuronal types in cortical networks
  Society for Neuroscience, 2021

• Noisy driven oscillators: Adaptive drives break the fluctuation-dissipation theorem
  International Physics of Living Systems Meeting, Georgia Tech (held online due to Covid), 2020

• Noisy driven oscillators: Adaptive drives break the fluctuation-dissipation theorem
  Berkeley State Mech meeting, UCB, 2020

• Translating neural signals to text using a Brain-Machine Interface
  UC AI Biomed Conference, UCLA 2019

• Identifying input features for development of real-time translation of neural signals to text
  Speech Processing and Auditory Perception Lab, UCLA, 2019

• Translating neural signals to text using a Brain-Machine Interface
  Joint Symposium on Neural Computation, USC, 2019

• Effects of stochasticity in nonequilibrium limit cycle oscillators
  APEF International Conference, Tokyo, 2018

• Using a fluctuation analysis of limit cycle oscillations in inner ear hair bundles as a new test of low dimensional dynamical models
  41st Association for Research in Otolaryngology Winter Meeting, 2018

• Using a fluctuation analysis of limit cycle oscillations in inner ear hair bundles as a new test of low dimensional dynamical models
  62nd Biophysical Society Annual Meeting, 2018

• Generalized Fluctuation-Dissipation Theorem as applied to active inner ear hair bundles
  61st Biophysical Society Annual Meeting, 2017