IBM / aihwkit
IBM Analog Hardware Acceleration Kit
☆393Updated 3 weeks ago
Alternatives and similar repositories for aihwkit:
Users that are interested in aihwkit are comparing it to the libraries listed below
- CrossSim: accuracy simulation of analog in-memory computing☆157Updated 3 weeks ago
- A Simulation Framework for Memristive Deep Learning Systems☆150Updated 11 months ago
- Benchmark framework of synaptic device technologies for a simple neural network☆202Updated 3 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆146Updated last year
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆161Updated last year
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆84Updated 3 years ago
- Scalable HW-Aware Training for Analog In-Memory Computing☆21Updated this week
- A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems☆161Updated 4 months ago
- Central repository for all NeuroSim versions. Each version is uploaded in a separate branch. Updates to the versions will be reflected he…☆35Updated last week
- Modeling of memristors in LTSpise environment☆28Updated 6 months ago
- Verilog and Python drivers and APIs for Neurram 48-core chip☆37Updated 2 years ago
- ☆56Updated 3 weeks ago
- This project aims to be a collaborative effort to collect under one roof all the memristor models published to date.☆117Updated 5 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆183Updated 6 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆48Updated 3 years ago
- Fully opensource spiking neural network accelerator☆141Updated 2 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆67Updated last year
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆28Updated last year
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆64Updated last month
- Accelergy is an energy estimation infrastructure for accelerator energy estimations☆136Updated 2 months ago
- MRAM magnetization simulation framework. s-LLGS python and verilog-a solvers for transients simulation and Fokker-planck equation solver…☆42Updated 2 years ago
- Repository to host and maintain scale-sim-v2 code☆283Updated last week
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆212Updated last year
- HW Architecture-Mapping Design Space Exploration Framework for Deep Learning Accelerators☆143Updated 3 weeks ago
- SMAUG: Simulating Machine Learning Applications Using Gem5-Aladdin☆109Updated 2 years ago
- ☆33Updated last year
- Tutorial notebooks for hls4ml☆335Updated 3 weeks ago
- I will share some useful or interesting papers about neuromorphic processor☆24Updated 2 months ago
- Analog AI Neural Architecture Search (analog-nas) is a modular and flexible framework to facilitate implementation of Analog-aware Neural…☆47Updated 3 weeks ago
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆23Updated last year