- ๐ญ My current work spans
- ่ช simultaneous LLM-based machine translation
- ๐ต๏ธ multiagent-based reasoning
- ๐ง sample efficient learning and self-organization in spiking neural networks (SNNs)
- ๐ค Iโm looking to collaborate on those things๐
- In the past I was involoved in
- โ ต developing unsupervised convolutional and GNN-based methods for detecting patterns in neural recordings
- ๐ค building machine learning models for ๐น neuromarketing applications
- ๐ re-implementing a model for speech-decoding from M/EEG
- developing human-robot interaction models
- ๐ซ Feel free to reach out and have a look at my website
- ๐ฆ Follow me on twitter: @nightdude4
๐ฏ
Focusing
NLP & Biologically-inspired AI | PhD at OIST | Ex: Center for Bioelectric Interfaces
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Neural Coding and Brain Computing Unit
- Okinawa, Japan
- https://roman-koshkin.unit.oist.jp/
- @nightdude4
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graph-seq
graph-seq PublicUnsupervised Detection of Cell Assemblies with Graph Neural Networks
Python
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SoNNet
SoNNet PublicSelf-organization of cell assemblies in a recurrent spiking neural network
Python
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human-robot-interaction
human-robot-interaction PublicTutoring Object Manipulation Skills in a Human-Robot Interaction Paradigm
Jupyter Notebook
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