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aihwkit

IBM Analog Hardware Acceleration Kit

cmos_rram_addon

A design kit add-on for hybrid CMOS-RRAM full-custom exploration. This add-on can be used with any commercial CMOS design kits.

cross-sim

CrossSim: accuracy simulation of analog in-memory computing

dnn_neurosim_v2.0

Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)

esgnn

[Nature Machine Intelligence 2023] "Echo state graph neural networks with analogue random resistive memory arrays."

gf180mcu-pdk

PDK for GlobalFoundries' 180nm MCU bulk process technology (GF180MCU).

hiwi-auto-spice

memtorch

A Simulation Framework for Memristive Deep Learning Systems

mikrosdk_click_v2

This repository contains all Mikroe Click Board™ libraries and appropriate examples. Libraries are developed for each add-on board separately and cover a variety of features. The libraries can be easily included into any existing project.

neural-networks-on-silicon

This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning and computer architecture.

openram

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

raptor

A SPICE-based framework for designing and optimizing eNVM-based ACIM systems

rram-caffe-simulation

simulation for "Fault-Tolerant Training with On-Line Fault Detection for RRAM-Based Neural Computing Systems DAC2017"

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

rram_multilevel_driver

Architecture for RRAM multilevel programming

sram_sky130

Design of 1024x32 SRAM (32Kbits) using OpenRAM and SKY130 PDKs with operating voltage of 1.8V and access time < 2.5ns

test_pop

pop

vsdgraphextractor

This repository contains source code that is aimed at converting a Spice NetList to its corresponding layout.

vsdsram_sky130

ziyuwang11.github.io

portfolio