RISC-V Embedded Processor for Approximate Computing

Library of approximate arithmetic circuits

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

The Verilog source code for DRUM approximate multiplier.

An Approximate Logic Synthesis Framework based on Boolean Matrix Factorization

Approximate layers - TensorFlow extension

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

Data Sketches for Apache Spark

A library of VHDL components for Neural Networks

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.

ABACUS is a tool for approximate logic synthesis

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

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

Approximate arithmetic circuits for FPGAs

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

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

GPU-accelerated Neural Network layers using Approximate Multiplications for PyTorch

This repository contains approximate 8-bit multiplier Verilog code.

Approximate Printed Machine Learning Classifiers

The Horizon 2020 Open Transprecision Computing project