RomanKoshkin

NLP & Biologically-inspired AI | PhD at OIST | Ex: Center for Bioelectric Interfaces

Neural Coding and Brain Computing UnitOkinawa, Japan

Pinned Repositories

Alienify
Fine-tune StyleGAN2 on your custom data!
Language:Jupyter Notebook7 3 01
conv-seq
Fast and Scalable Method for Detecting Patterns in Spike Data
Language:Python00
EEG
EEG/ERP data processing scripts for MATLAB
Language:Matlab30
EEG_classification
DL models for EEG-based mental state classification
Language:Jupyter Notebook32
ema_x_bot
EMA crossing cryptocurrency trading bot for Binance
Language:Python31
graph-seq
Unsupervised Detection of Cell Assemblies with Graph Neural Networks
Language:Python00
human-robot-interaction
Tutoring Object Manipulation Skills in a Human-Robot Interaction Paradigm
Language:Jupyter Notebook00
nextjs-website
Personal website in Next.js + MDX + Tailwind CSS
Language:TypeScript00
SoNNet
Self-organization of cell assemblies in a recurrent spiking neural network
Language:Python00
transllama
LLM-based simultaneous translation
Language:Python00

RomanKoshkin's Repositories

RomanKoshkin/Alienify
Fine-tune StyleGAN2 on your custom data!
Language:Jupyter Notebook7 3 01
RomanKoshkin/EEG
EEG/ERP data processing scripts for MATLAB
Language:Matlab30
RomanKoshkin/EEG_classification
DL models for EEG-based mental state classification
Language:Jupyter Notebook32
RomanKoshkin/ema_x_bot
EMA crossing cryptocurrency trading bot for Binance
Language:Python31
RomanKoshkin/robo
C/RNN-controlled visually guided robot in VREP
Language:Jupyter Notebook3 2 01
RomanKoshkin/NeuroBarometer
Auditory Attention Decoding
Language:Jupyter Notebook14
RomanKoshkin/bRNN
Self-organization in a recurrent network of binary neurons
Language:Jupyter Notebook0 2 00
RomanKoshkin/conv-seq
Fast and Scalable Method for Detecting Patterns in Spike Data
Language:Python00
RomanKoshkin/graph-seq
Unsupervised Detection of Cell Assemblies with Graph Neural Networks
Language:Python00
RomanKoshkin/human-robot-interaction
Tutoring Object Manipulation Skills in a Human-Robot Interaction Paradigm
Language:Jupyter Notebook00
RomanKoshkin/nextjs-website
Personal website in Next.js + MDX + Tailwind CSS
Language:TypeScript00
RomanKoshkin/SoNNet
Self-organization of cell assemblies in a recurrent spiking neural network
Language:Python00
RomanKoshkin/transllama
LLM-based simultaneous translation
Language:Python00
RomanKoshkin/AutoAWQ
AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
RomanKoshkin/chainlit
Language:TypeScript
RomanKoshkin/CNU
Modeling Ca2+ dynamics in the rat CA1 pyramidal neuron presynapse
Language:Jupyter Notebook
RomanKoshkin/LIF
Recurrent network of leaky integrate-and-fire neurons
Language:Jupyter Notebook2 0
RomanKoshkin/R
R scripts
Language:R
RomanKoshkin/ridesmart-telegram-bot
Ride-sharing bot for the city of Moscow
Language:Python
RomanKoshkin/RL
Reinforcement Learning
Language:Jupyter Notebook
RomanKoshkin/RomanKoshkin
1
RomanKoshkin/ShareTaxi
Language:Java
RomanKoshkin/SimulEval
SimulEval: A General Evaluation Toolkit for Simultaneous Translation
Language:Python
RomanKoshkin/SNN_STDP_classifier
Language:Jupyter Notebook
RomanKoshkin/speech-decoding
Reimplementation of speech decoding 2022 paper by MetaAI
Language:Python
RomanKoshkin/TFC
Language:Jupyter Notebook
RomanKoshkin/VBA
VBA macros for processing transcripts of audio
Language:Visual Basic
RomanKoshkin/vllm
A high-throughput and memory-efficient inference and serving engine for LLMs