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Usatyuk Vasiliy's Projects

acceleratedsparseneuraltraining icon acceleratedsparseneuraltraining

Code to reprudece NeurIPS paper: Accelerated Sparse Neural Training: A Provable and Efficient Method to Find N:M Transposable Masks

ace-peg-project icon ace-peg-project

This algorithm gives ACE-PEG algorithm to construct good PBRL LDPC code. (Written by C++)

adahessian icon adahessian

ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning

adc-survey icon adc-survey

ADC Performance Survey 1997-2023 (ISSCC & VLSI Circuit Symposium)

adversarial-example-attack-and-defense icon adversarial-example-attack-and-defense

This repository contains the implementation of three adversarial example attack methods FGSM, IFGSM, MI-FGSM and one Distillation as defense against all attacks using MNIST dataset. CNN

aff3ct icon aff3ct

A fast simulator and a library dedicated to the channel coding.

aihwkit icon aihwkit

IBM Analog Hardware Acceleration Kit

aim icon aim

AIM: Accelerating Arbitrary-precision Integer Multiplication on Heterogeneous Reconfigurable Computing Platform Versal ACAP (Full Paper accepted to ICCAD2023)!

algebraic_qc-ldpc icon algebraic_qc-ldpc

Algebraic methods for construction QC-LDPC and cyclic LDPC LDGM EG-LDPC source codes

alista icon alista

[ICLR 2019] "ALISTA: Analytic Weights Are As Good As Learned Weights in LISTA", by Jialin Liu*, Xiaohan Chen*, Zhangyang Wang and Wotao Yin.

alveo-pynq icon alveo-pynq

Introductory examples for using PYNQ with Alveo

anki_flashcard_generator icon anki_flashcard_generator

Automatically generate Anki Flashcards from your PDF files with LLM (ChatGPT in this case) to help you study.

ariths-gen icon ariths-gen

Generator of arithmetic circuits (multipliers, adders) and approximate circuits

asap5 icon asap5

5nm technology free PDK library

asap7_snps icon asap7_snps

Supplemental technology files for ASAP7 PDK with Synopsys design flow

autoencoderfiber icon autoencoderfiber

This shows how to use Autoencoders for learning constellations and receivers in fiber optical communications

awesome-approximate-dnn icon awesome-approximate-dnn

Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment

awesome-neural-ode icon awesome-neural-ode

A collection of resources regarding the interplay between ODEs, dynamical systems and neural networks

awgn_boxmuller icon awgn_boxmuller

AWGN signal generator IP for FPGA implemented by Verilog HDL with Fmax up to 320MHz on Xilinx Virtex Ultra-Scale FPGA.

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