Janaki Sheth's repositories
Relevance-uncertainty-and-learning-influence-auditory-categorization
Full Paper to be submitted soon. Conference paper accepted at CCN 2022. In this project we analyze how human subjects make decisions in the presence of different kinds of uncertainties - sensory uncertainty, relevance of different stimuli and uncertainty due to learnt expectations.
Violation-of-GFDT-in-nonequilibrium-oscillators
Published Paper: https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.3.023150 Analysing the generalised fluctuation-dissipation theorem for nonequilibrium systems driven by adaptive forces, i.e. forces whose value depend upon their history.
Translating-neural-signals-to-speech-using-a-BMI
Published Paper: https://iopscience.iop.org/article/10.1088/2057-1976/abf6ab. The aim of this project is to eventually aid patients who have faltering communication abilities. While there are several ongoing efforts in this direction, there are multiple constraints on existing systems. Through our work we seek to overcome some of these constraints.
Janaki_Sheth.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
CS-231n
Also applicable for ECE 239AS
Information-pathway-from-efferents-to-inner-ear
(Research project currently being continued by another grad student in former PhD lab) Studying how the efferent neuronal pathway affects the mechanical response of the inner ear.
skorch
A scikit-learn compatible neural network library that wraps pytorch
xppy
[UNMAINTAINED] XPPy is Python interface for Bard Ermentrout's XPP.
al-folio
A beautiful Jekyll theme for academics