Roman Koshkin (RomanKoshkin)

RomanKoshkin

Geek Repo

Company:Neural Coding and Brain Computing Unit

Location:Okinawa, Japan

Home Page:https://roman-koshkin.unit.oist.jp/

Twitter:@nightdude4

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Roman Koshkin's repositories

Alienify

Fine-tune StyleGAN2 on your custom data!

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EEG

EEG/ERP data processing scripts for MATLAB

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EEG_classification

DL models for EEG-based mental state classification

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ema_x_bot

EMA crossing cryptocurrency trading bot for Binance

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robo

C/RNN-controlled visually guided robot in VREP

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NeuroBarometer

Auditory Attention Decoding

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bRNN

Self-organization in a recurrent network of binary neurons

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conv-seq

Fast and Scalable Method for Detecting Patterns in Spike Data

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graph-seq

Unsupervised Detection of Cell Assemblies with Graph Neural Networks

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human-robot-interaction

Tutoring Object Manipulation Skills in a Human-Robot Interaction Paradigm

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nextjs-website

Personal website in Next.js + MDX + Tailwind CSS

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SoNNet

Self-organization of cell assemblies in a recurrent spiking neural network

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transllama

LLM-based simultaneous translation

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AutoAWQ

AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:

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CNU

Modeling Ca2+ dynamics in the rat CA1 pyramidal neuron presynapse

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LIF

Recurrent network of leaky integrate-and-fire neurons

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R

R scripts

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ridesmart-telegram-bot

Ride-sharing bot for the city of Moscow

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RL

Reinforcement Learning

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SimulEval

SimulEval: A General Evaluation Toolkit for Simultaneous Translation

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speech-decoding

Reimplementation of speech decoding 2022 paper by MetaAI

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VBA

VBA macros for processing transcripts of audio

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vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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