approximate-computing

There are 2 repositories under approximate-computing topic.

phoeniX-Digital-Design / phoeniX
A Reconfigurable RISC-V Core for Approximate Computing
cpu-design computer-architecture fpga vlsi microprocessor riscv risc-v cpu embedded-systems approximate-computing
Language:Verilog 125
ehw-fit / evoapproxlib
Library of approximate arithmetic circuits
approximate-computing arithmetic vlsi-circuits fpga
Language:Verilog 57
ehw-fit / ariths-gen
Generator of arithmetic circuits (multipliers, adders) and approximate circuits
verilog blif rtl approximate-computing
Language:C 35
scale-lab / BLASYS
An Approximate Logic Synthesis Framework based on Boolean Matrix Factorization
logic-synthesis approximate-circuits verilog approximate-computing
Language:Verilog 31
scale-lab / DRUM
The Verilog source code for DRUM approximate multiplier.
multiplier logic-synthesis approximate-circuits approximate-computing verilog
Language:Verilog 31
e-dupuis / awesome-approximate-dnn
Curated content for DNN approximation, acceleration ... with a focus on hardware accelerator and deployment
deep-learning quantization deep-neural-networks edge-computing pruning approximate-computing curated-list
27
ehw-fit / tf-approximate
Approximate layers - TensorFlow extension
tensorflow approximate-computing multipliers python singularity-container docker-container tensorflow-library convolution
Language:C 26
maropu / datasketches-spark
Data Sketches for Apache Spark
spark approximate-computing
Language:Scala 22
SalvatoreBarone / CNN-VHDL
A library of VHDL components for Neural Networks
artificial-intelligence artificial-neural-networks convolutional-neural-networks lenet-5 vhdl ghdl xilinx-fpga virtex approximation approximate-computing approximate-algorithms
Language:C++ 18
scale-lab / ABACUS
ABACUS is a tool for approximate logic synthesis
logic-synthesis verilog synthesis approximate-computing approximate-circuits
Language:C 14
SJTU-ECTL / VECBEE
VECBEE: A Versatile Efficiency-Accuracy Configurable Batch Error Estimation Method for Greedy Approximate Logic Synthesis
eda abc logic-synthesis approximate-computing single-selection batch-error-estimation
Language:C++ 13
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.
stream-processing java flink approximate-computing
Language:Java 13
shobro / ACLA
Software and Hardware models of Approximate Carry-Lookahead Adder with Intelligent Carry Judgement and Correction
approximate-adder approximate-circuits approximate-computing computer-architecture electronic-design-automation logic-synthesis matlab verilog vlsi
Language:Verilog 12
ehw-fit / approx-fpgas
Approximate arithmetic circuits for FPGAs
approximate-computing verilog fpga
Language:Verilog 11
changmg / ResubALS
Efficient resubstitution-based approximate logic synthesis
logic-synthesis approximate-computing
Language:C++ 10
changmg / VACSEM
VACSEM: Verifying Average Errors in Approximate Circuits Using Simulation-Enhanced Model Counting
approximate-computing model-counting verification
Language:C 10
etrommer / torch-approx
GPU-accelerated Neural Network layers using Approximate Multiplications for PyTorch
python approximate-computing convolutional-layers deep-learning fully-connected library machine-learning neural-network paper python3 pytorch pytorch-lightning science
Language:Python 10
ehw-fit / autoax
Automated tool for approximation of ASIC and FPGA accelerators
approximate-computing verilog vlsi
Language:C 9
LP-RG / subxpat
The SubXPAT approximate logic synthesis framework
approximate-computing approximate-logic-synthesis logic-synthesis z3-smt-solver
Language:Python 9
AmiraGuesmi-mls / Defensive-Approximation
Implementation of our proposed defense strategy against adversarial attacks "Defensive Approximation (DA)"
approximate-computing approximate-multipliers adversarial-machine-learning adversarial-attacks defense-methods defensive-approximation approximate-convolution-layer approximate-fully-connected-layer approximate-cnn
Language:Jupyter Notebook 8
Hassan313 / Approximate-Multiplier
This repository contains approximate 8-bit multiplier Verilog code.
multiplier approximate-computing low-power runtime-configuration verilog
Language:Verilog 8
arnabsanyal / lnsdnn
https://arxiv.org/abs/1910.09876
deep-neural-networks approximate-computing artificial-intelligence deep-learning logarithimic-number-system
Language:Python 7
vincent-camus / carry-cut-back-adder
Carry Cut-Back Adder (CCBA) - An approximate adder circuit with artificially-built false timing paths
approximate-computing adder low-power timing-optimization
Language:VHDL 7
etrommer / agn-approx
Code for the paper "Combining Gradients and Probabilities for Heterogeneours Approximation of Neural Networks"
approximate-computing convolutional-neural-networks energy-efficiency machine-learning neural-networks paper-implementations python pytorch pytorch-lightning science backpropagation-learning-algorithm mlflow statistics
Language:Python 6
garmeniakos / Ax-Printed-ML-Classifiers
Approximate Printed Machine Learning Classifiers
approximate-computing machine-learning printed-electronics design-automation design-space-exploration cross-layer cross-layer-approximation
Language:Verilog 6
oprecomp / oprecomp
The Horizon 2020 Open Transprecision Computing project
transprecision-computing energy approximate-computing ai big-data-analytics hpc
6
SJTU-ECTL / MECALS
An approximate logic synthesis tool under the maximum error constraint
approximate-computing logic-synthesis maximum-error
Language:Verilog 6
ad-astra-et-ultra / RiscV-core-with-Approximate-Arithmetic-Circuits
GeAr low latency adder implementation and error analysis
approximate-computing risc-v vivado
Language:Verilog 5
SureshNambi / DeBAM_Decoder_based_Approximate_Multiplier
DeBAM : Decoder Based Approximate multiplier for Low Power Applications
approximate-computing approximate-multipliers low-power image-compression image-sharpening multiplication-algorithm arithmetic
Language:Verilog 5
AlishKanani / ACA-CSU_Approximate-Adders
MATLAB and HDL models of ACA-CSU approximate adders
approximate-computing approximate-circuits verilog logic-synthesis
Language:Verilog 4
SalvatoreBarone / pyALS-RF
Approximate Logic Synthesis of Random Forest classifiers
approximation decision-tree-classifier random-forest approximate-computing
Language:VHDL 4
SJTU-ECTL / HEDALS
Highly efficient delay-driven approximate logic synthesis
approximate-computing logic-synthesis
Language:Verilog 4
EUREG / AxLEAP
Ax-LEAP: Enabling Low-Power Approximations Through Unified Power Format
low-power approximate-computing upf
Language:Verilog 3
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
arithmetic-logic-unit arithmetic-circuit number-representation intel-pin intel-pintools approximate-computing floating-point
Language:Python 2
noureddine-as / axqemu
AxQEMU: a Floating-Point Approximation-aware Emulator
floating-point approximate-computing riscv qemu transprecision-computing
Language:C 2
sayandipde / approx_ibc
Approximation Trade Offs in an Image Based Control System
approximate-computing software-in-the-loop lane-detection vrep computer-vision opencv halide cpp cplusplus image-processing image-based-control
Language:C++ 2