A workflow for acoustic analysis of speech prosody based on continuous measurements of periodic energy and F0 (requires Praat and R). ProPer analyses cover a wide range of prosodic phenomena, including pitch contours, prominence, speech-rate and syllabic structure. ProPer provides rich visual representations and quantification procedures for prosody in speech.

Code and subset of data for "An exploratory analysis of emotion dynamics between mothers and adolescents during conflict discussions" (Main, Paxton, & Dale, 2016, Emotion).

Code for "Interpersonal movement synchrony responds to high- and low-level conversational constraints" (Paxton & Dale, 2017, Frontiers in Psychology).

Repository to hold and describe MATLAB/Python scripts for "Oscillatory Networks of High-Level Mental Alignment: A Perspective-Taking MEG Study"

Frame-differencing method: Automatic extraction of movement from video data

Implement a faster interval jitter. This will be (very) useful for the whole community.

Analysis and visualization of data recorded from V4 of macaque monkeys trained in a shape detection task

Exploring the dynamics of interpersonal movement coordination and social power (Paxton, Brown, & Winter, in preparation)

Code used for the article "Synchrony, oscillations, and phase relationships in collective neuronal activity: a highly-comparative overview of methods" by F. Baroni and B.D. Fulcher (2025) PLOS Computational Biology 21 (10): e1013597.

This repo is for copula based analysis on bivariate as well as multivariate data sets in ecology and related fields. For details and citation we refer to this publication: Ghosh et al., Advances in Ecological Research, vol 62,pp 409, 2020

My ongoing project on understanding the neural correlates of memory formation involving statistical analysis of information flow between different sub-regions of hippocampus (EC, DG, CA3, and CA1)

How Culture Shapes Nonverbal Expressivity: Informing the Design of Robot Mimicry Systems

Scripts and data used for the publication "Comparison of different spike train synchrony measures regarding their robustness to erroneous data from bicuculline induced epileptiform activity"

Spike-contrast: A spike train synchrony measure

Exploring stability-drivers relationships with terrestrial and freshwater long-term community timeseries data

Tutorials and scripts for analyzing electrophysiological data.

For doing multidimensional recurrent quantification analysis(MdRQA) and sliding window version of it

This repo is the complete workflow for this publication: A new approach to interspecific synchrony in population ecology using tail association, Ghosh et al., Ecology and evolution 10, no. 23 ( 2020): 12764 12776.

An R package to analyze large EEG data sets to find clusters of synchronized EEG channels among groups of participants

Open-source workflow for measuring how people coordinate gaze and speech in triadic interactions, from raw eye-tracking and audio to synchrony analysis.

Model effects of temperature change on community stability and its biotic drivers

Community stability, synchrony and diversity metrics from Granzotti et al 2024 - Journal of Animal Ecology

This code is part of the paper: "A Deep Dive Into Neural Synchrony Evaluation for Audio-visual Translation" published at ACM ICMI 2022.

A State Machine Replication Protocol built on top of Dolev-Strong Authenticated Broadcast Protocol

Domain-agnostic coherence control compiler built on Kuramoto/UPDE phase dynamics

Machine Learning Workflow for Detecting Longterm Drug Effects in In Vitro Neuronal Networks on Microelectrode Arrays (presented at 13th international Meeting on Neural and Electrogenic Cell Interfacing, Vienna, 2025)