leamoon/StochasticNet

Nerual Network of Stochastic Computing for MNIST Recognition

Language: Python - Size: 120 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 172 - Forks: 8

diwu1990/UnarySim

This is a general-purpose simulator for unary computing based on PyTorch, with the paper accepted to ISCA 2020 and awarded IEEE Micro Top Pick for 2020.

Language: SystemVerilog - Size: 17.1 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 33 - Forks: 7

diwu1990/uSystolic-Sim

A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.

Language: C++ - Size: 9.64 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 31 - Forks: 9

adamsolomou/SC-DNN

Stochastic Computing for Deep Neural Networks

Language: Python - Size: 12.2 MB - Last synced at: 3 months ago - Pushed at: over 4 years ago - Stars: 30 - Forks: 8

cceroici/Stochastic-Neural-Network

Fully Hardware-Based Stochastic Neural Network

Language: Verilog - Size: 390 KB - Last synced at: 3 months ago - Pushed at: 4 months ago - Stars: 20 - Forks: 4

GuangxianZhu/Fully-SCNN

An example of SC-FCNN on MNIST. This work is an un-offical implementation of paper: Dynamic Energy-Accuracy Trade-off Using Stochastic Computing in Deep Neural Networks. We use full-SC process, all values are representated as bit-stream. and got result acc = 97.2%.

Language: Jupyter Notebook - Size: 116 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 6 - Forks: 0

UW-PHARM/BitSAD

A domain-specific language for bitstream computing

Language: Scala - Size: 119 KB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 0

serco425/Agile-SC-Simulation

Supplementary material for a manuscript in IEEE TCAD

Language: MATLAB - Size: 1.64 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

Archie3d/stochastic_fpga_synth

Stochastic computing audio synthesizer

Language: VHDL - Size: 5.06 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 2 - Forks: 0

Sairam954/SC_ONN_SIM

This is a transaction-level, event-driven python-based simulator for evaluation of stochastic computing based optical neural network accelerators for various quantized Convolutional Neural Network models. This can generate metrics of an accelerator like latency, area, energy consumption and power

Language: Python - Size: 6.06 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 1

daCFniel/Random-Walker

Solving stochastic problems involving Markov Chains

Language: Java - Size: 5.86 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

muddasser-mm/Stochastic_Computation_Deep_Belief_Network_Seminar

Seminar report and presentation slides on topic Stochastic Computational Deep Belief Network

Size: 17 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

GuangxianZhu/SC_DiaNet

stochastic computing with dianet

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Po-Chun-Chien/PR144.SC-DNN

Language: HTML - Size: 68.3 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1