e-dupuis/awesome-approximate-dnn

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

Size: 166 KB - Last synced: 16 days ago - Pushed: 23 days ago - Stars: 20 - Forks: 5

phoeniX-Digital-Design/phoeniX

phoeniX RISC-V Processor

Language: Verilog - Size: 145 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 41 - Forks: 5

SalvatoreBarone/pyALS-RF

Approximate Logic Synthesis of Random Forest classifiers

Language: VHDL - Size: 5.62 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 4 - Forks: 0

albmoriconi/yosys-als

A design space exploration tool for approximate circuits

Language: C++ - Size: 264 KB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 1

etrommer/torch-approx

GPU-accelerated Neural Network layers using Approximate Multiplications for PyTorch

Language: Python - Size: 1.93 MB - Last synced: about 2 months ago - Pushed: 3 months ago - Stars: 4 - Forks: 3

ehw-fit/ariths-gen

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

Language: C - Size: 71.8 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 22 - Forks: 2

changmg/ResubALS

Efficient resubstitution-based approximate logic synthesis

Language: C++ - Size: 4.16 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 2 - Forks: 0

marcofavorito/MDCKP

Multiple Disjunctively Constrained Knapsak problem: definition and an approximation algorithm implementation.

Language: C++ - Size: 928 KB - Last synced: about 2 months ago - Pushed: over 4 years ago - Stars: 1 - Forks: 1

changmg/VACSEM

VACSEM: Verifying Average Errors in Approximate Circuits Using Simulation-Enhanced Model Counting

Language: C - Size: 115 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 8 - Forks: 0

garmeniakos/Ax-Printed-ML-Classifiers

Approximate Printed Machine Learning Classifiers

Language: Verilog - Size: 11.5 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 6 - Forks: 2

Kemsekov/GradientDescentSharp

General gradient descent + neural network implementations in c# for any defined problem

Language: C# - Size: 864 KB - Last synced: 11 days ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

SalvatoreBarone/CNN-VHDL

A library of VHDL components for Neural Networks

Language: C++ - Size: 32.8 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 13 - Forks: 2

etrommer/agn-approx

Code for the paper "Combining Gradients and Probabilities for Heterogeneours Approximation of Neural Networks"

Language: Python - Size: 2.02 MB - Last synced: about 2 months ago - Pushed: 4 months ago - Stars: 5 - Forks: 0

ehw-fit/tf-approximate

Approximate layers - TensorFlow extension

Language: C - Size: 6.1 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 24 - Forks: 10

ehw-fit/autoax

Automated tool for approximation of ASIC and FPGA accelerators

Language: C - Size: 696 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 1

shobro/ACLA

Software and Hardware models of Approximate Carry-Lookahead Adder with Intelligent Carry Judgement and Correction

Language: Verilog - Size: 47.9 KB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 11 - Forks: 2

Amin-Azar/GMEE

Gaussian Mixture Error Estimation for Approximate Circuits

Language: MATLAB - Size: 828 KB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

maropu/datasketches-spark

Data Sketches for Apache Spark

Language: Scala - Size: 6.11 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 20 - Forks: 4

dade145/Power-analysis-approx-computing

"DSDM2" project @ Politecnico di Milano // AY 2019-2020

Language: Tcl - Size: 546 KB - Last synced: 7 months ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

scale-lab/BLASYS

An Approximate Logic Synthesis Framework based on Boolean Matrix Factorization

Language: Verilog - Size: 16.1 MB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 21 - Forks: 13

noureddine-as/axqemu

AxQEMU: a Floating-Point Approximation-aware Emulator

Language: C - Size: 241 MB - Last synced: 8 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 0

SureshNambi/DeBAM_Decoder_based_Approximate_Multiplier

DeBAM : Decoder Based Approximate multiplier for Low Power Applications

Language: Verilog - Size: 8.79 KB - Last synced: 8 months ago - Pushed: over 3 years ago - Stars: 4 - Forks: 2

TU-Berlin-DIMA/Condor

Condor allows for the specification of synopsis-based streaming jobs on top of general dataflow systems. Condor provides a collection of twelve synopses and an integration to Apache Flink.

Language: Java - Size: 134 MB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 11 - Forks: 2

furiousteabag/MethodsOfComputations

Tasks for "Methods of Computation" course

Language: Jupyter Notebook - Size: 2.54 MB - Last synced: 8 months ago - Pushed: almost 4 years ago - Stars: 2 - Forks: 1

Pytest-with-Eric/pytest-approx-example

A Comprehensive Guide to Pytest Approx for Accurate Numeric Testing

Language: Python - Size: 20.5 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 1

scale-lab/ABACUS

ABACUS is a tool for approximate logic synthesis

Language: C - Size: 4.22 MB - Last synced: 8 months ago - Pushed: almost 4 years ago - Stars: 9 - Forks: 5

Hassan313/Approximate-Multiplier

This repository contains approximate 8-bit multiplier Verilog code.

Language: Verilog - Size: 47 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 5 - Forks: 3

SubramanianV467/Approximate-radix-4-booth-multiplier

A radix 4 booth multiplier that trades off accuracy for speed and area considerations

Language: Python - Size: 12.7 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

tanmayv25/doppelgangerCache

CSE 614 Term Project

Language: HTML - Size: 54.2 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

IgorMy/MBHB-Algoritmos-TSP

Implementaciones de algoritmos aproximados para el cálculo de soluciones de TSP.

Language: Jupyter Notebook - Size: 36.4 MB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

skeru/fixedpoint

Fixed Point C++ support for approximate computing

Language: C++ - Size: 36.1 KB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 1 - Forks: 2

zhuangsc/PhD-thesis

Language: TeX - Size: 31 MB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

scale-lab/DRUM

The Verilog source code for DRUM approximate multiplier.

Language: Verilog - Size: 83 KB - Last synced: 10 months ago - Pushed: about 1 year ago - Stars: 25 - Forks: 10

ArvinDelavari/RV32-APX

32 Bits RISC-V Processor with Approximate Functions

Language: Verilog - Size: 140 KB - Last synced: 11 months ago - Pushed: 11 months ago - Stars: 3 - Forks: 0

oprecomp/oprecomp

The Horizon 2020 Open Transprecision Computing project

Size: 16.6 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 6 - Forks: 4

COSys-Research/Fixed-Posit

Repository accompanying the paper "Fixed-Posit: A Floating-Point Representation for Error-Resilient Applications" published in IEEE Transactions on Circuits and Systems II

Language: Python - Size: 107 KB - Last synced: 10 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 2

SJTU-ECTL/MECALS

An approximate logic synthesis tool under the maximum error constraint

Language: Verilog - Size: 219 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

SJTU-ECTL/HEDALS

Highly efficient delay-driven approximate logic synthesis

Language: Verilog - Size: 5.74 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

arnabsanyal/lnsdnn

https://arxiv.org/abs/1910.09876

Language: Python - Size: 307 KB - Last synced: 8 months ago - Pushed: over 4 years ago - Stars: 4 - Forks: 3

SJTU-ECTL/VECBEE

VECBEE: A Versatile Efficiency-Accuracy Configurable Batch Error Estimation Method for Greedy Approximate Logic Synthesis

Language: C++ - Size: 107 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 7 - Forks: 3

ad-astra-et-ultra/RiscV-core-with-Approximate-Arithmetic-Circuits

GeAr low latency adder implementation and error analysis

Language: Verilog - Size: 396 KB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

RaulMurillo/CoNGA_23

Code for reproducing CoNGA 2023 results on approximate posit arithmetic

Language: Jupyter Notebook - Size: 22.1 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

AG-X09/Defensive-Approximation

Implementation of our proposed defense strategy against adversarial attacks "Defensive Approximation (DA)"

Language: Jupyter Notebook - Size: 2.3 MB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 6 - Forks: 2

ehw-fit/approx-fpgas

Approximate arithmetic circuits for FPGAs

Language: Verilog - Size: 3.14 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 6 - Forks: 7

katekemu/model_inversion_defense

Implementation of "An Approximate Memory based Defense against Model Inversion Attacks to Neural Networks" and "MIDAS: Model Inversion Defenses Using an Approximate Memory System"

Language: Jupyter Notebook - Size: 46.1 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

EUREG/AxLEAP

Ax-LEAP: Enabling Low-Power Approximations Through Unified Power Format

Language: Verilog - Size: 8.82 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

ljw8161/Adder

저전력 고효율의 Approximate Adder 개발

Language: C++ - Size: 193 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1

FilipePires98/LargeText-WordCount

Large Text Word Count: a study on exact and approximate occurrences counters.

Language: TeX - Size: 8.24 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 1

sayandipde/approx_ibc

Approximation Trade Offs in an Image Based Control System

Language: C++ - Size: 97.2 MB - Last synced: 11 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 2

UNPLaS/approximateComputing

Language: Java - Size: 121 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0