rachmadvwp

Quanitzation-aware-SNN-training-and-hardware-evaluation-for-IMC-Architectures

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adapt

Fast Emulation of Approximate DNN Accelerators in PyTorch

ANN2SNN_COS

ANN2SNN_SRP

bayesian-snn

cocotb

cocotb, a coroutine based cosimulation library for writing VHDL and Verilog testbenches in Python

corsair

Control and Status Register map generator for HDL projects

Exploring-Temporal-Information-Dynamics-in-Spiking-Neural-Networks

PyTorch Implementation of Exploring Temporal Information Dynamics in Spiking Neural Networks (AAAI23)

Gated-LIF

GLIF: A Unified Gated Leaky Integrate-and-Fire Neuron for Spiking Neural Networks, NeurIPS 2022

intel-pcm

Intel® Performance Counter Monitor (Intel® PCM)

Memristor-CIM-tile-architecture-TUDeflt-

MLCAD22

Source code for the Paper: "Deep Reinforcement Learning for Analog Circuit Sizing with an Electrical Design Space and Sparse Rewards"

MNSIM-2.0

A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems

OpenRAM

An open-source static random access memory (SRAM) compiler.

OpenSpike

Fully opensource spiking neural network accelerator

pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

RRAM_COMPILER

This repository includes the Resistive Random Access Memory (RRAM) Compiler which is designed in the context of the research project of Dimitris Antoniadis (PG Taught Student) at Imperial College London

SATA_Sim

SemanticSegmentationFPGA

siliconcompiler

A modular build system for hardware

sinabs

A deep learning library for spiking neural networks which is based on PyTorch, focuses on fast training and supports inference on neuromorphic hardware.

sinabs-exodus

Plugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT

SNNCKA

Pytorch implementation of ANN-SNN representation similarity analysis (TMLR 2023)

SNNQuantPrune

SpikeGPT

Implementation of "SpikeGPT: Generative Pre-trained Language Model with Spiking Neural Networks"

Spyker

High-performance Spiking Neural Networks Library Written From Scratch with C++ and Python Interfaces.

SysPIM

Framework for performance evaluation of video analytics workloads on emerging processing-in-memory architectures

tinyODIN

tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.

Verilog-Generator-of-Neural-Net-Digit-Detector-for-FPGA

Verilog Generator of Neural Net Digit Detector for FPGA