Roman Koshkin's repositories
EEG_classification
DL models for EEG-based mental state classification
NeuroBarometer
Auditory Attention Decoding
conv-seq
Fast and Scalable Method for Detecting Patterns in Spike Data
graph-seq
Unsupervised Detection of Cell Assemblies with Graph Neural Networks
human-robot-interaction
Tutoring Object Manipulation Skills in a Human-Robot Interaction Paradigm
nextjs-website
Personal website in Next.js + MDX + Tailwind CSS
SoNNet
Self-organization of cell assemblies in a recurrent spiking neural network
transllama
LLM-based simultaneous translation
AutoAWQ
AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
CNU
Modeling Ca2+ dynamics in the rat CA1 pyramidal neuron presynapse
R
R scripts
ridesmart-telegram-bot
Ride-sharing bot for the city of Moscow
RL
Reinforcement Learning
SimulEval
SimulEval: A General Evaluation Toolkit for Simultaneous Translation
speech-decoding
Reimplementation of speech decoding 2022 paper by MetaAI
VBA
VBA macros for processing transcripts of audio
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs