Publications & Research

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Research Portfolio

Welcome to my research portfolio featuring my completed MSc thesis and ongoing PhD research. Currently pursuing a PhD in Electrical Engineering at Tel Aviv University, with completed MSc in Brain Science and BSc in Computer Science from Hebrew University. My research focuses on finger joint angle estimation, soft electrode arrays, and human-machine interfaces.

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Research Poster

Finger Joint Angle Estimation

Research on finger joint angle and gesture estimation under dynamic hand position using soft printed electrode arrays.

EMG Soft Electrodes Joint Estimation
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MSc Thesis

Single Neuron Functional Analysis

MSc thesis using information theoretical approach to analyze computational capabilities of individual neurons and their input-output relationships.

MSc Research Information Theory Neuronal Modeling
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Neural Networks

Coming Soon

Advanced neural network architectures for real-time EMG processing.

Deep Learning Real-time

Research Projects

Finger Joint Angle and Gesture Estimation

Current PhD research (2024-2025) on finger joint angle and gesture estimation under natural conditions using soft printed electrode arrays. Paper conference publication in progress.

PhD Research • Tel Aviv University

Algorithmic Complexity of Neuron Models

Compared algorithmic complexity between different biophysical neuron models (2022-2024). Approximated entropy of model outputs and analyzed computational power of different neurons.

MSc Research • Prof. Idan Segev's Lab

Biophysical Neuron Modeling

Modeled single neuron biophysical simulation using morphology architecture deep neural networks (2021-2022). Quantified input-output relations using dendritic tree architecture.

Research Project • Prof. Idan Segev's Lab

EEG Visual Attention Decoding

Utilized multivariate pattern analysis to decode direction of eye movement before occurrence (2019-2020). Classified time series from 64 EEG channels.

BSc Project • Prof. Leon Deouell's Lab

Teaching Experience

Teaching Assistant for Brain-Computer Interfaces (2021-2022) - assisted students in EEG signal decoding and system development with ALS patients. Also TA for Dynamical Systems and the Neuron course.

Hebrew University of Jerusalem

Technical Skills

Programming, Probability, Statistics, Image Processing, Signal Processing, Machine Learning, Deep Learning, Information Theory, Computational Neuroscience.

Core Competencies