coreylammie / MemTorchLinks
A Simulation Framework for Memristive Deep Learning Systems
☆172Updated last year
Alternatives and similar repositories for MemTorch
Users that are interested in MemTorch are comparing it to the libraries listed below
Sorting:
- CrossSim: accuracy simulation of analog in-memory computing☆186Updated 8 months ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆91Updated 3 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆63Updated 4 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆197Updated 2 years ago
- ☆43Updated 3 years ago
- Benchmark framework of synaptic device technologies for a simple neural network☆223Updated 4 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆174Updated last year
- This project aims to be a collaborative effort to collect under one roof all the memristor models published to date.☆128Updated 6 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆54Updated 4 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆76Updated 9 months ago
- Modeling of memristors in LTSpise environment☆35Updated 4 months ago
- A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems☆187Updated last year
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆213Updated 6 years ago
- Stochastic Computing for Deep Neural Networks☆33Updated 5 years ago
- Spiking Neural Network RTL Implementation☆63Updated 4 years ago
- Scalable HW-Aware Training for Analog In-Memory Computing☆34Updated last week
- Central repository for all NeuroSim versions. Each version is uploaded in a separate branch. Updates to the versions will be reflected he…☆89Updated last month
- Verilog and Python drivers and APIs for Neurram 48-core chip☆42Updated 3 years ago
- ReRAM implementation on CNN☆18Updated 6 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆32Updated 2 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆38Updated 6 years ago
- This repository includes the Resistive Random Access Memory (RRAM) Compiler which is designed in the context of the research project of D…☆75Updated 3 years ago
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆61Updated last year
- FPGA based Leaky Integrate and Fire (LIF) neuron model accelerator for PyTorch☆96Updated this week
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆40Updated 5 years ago
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆31Updated 2 years ago
- Fully opensource spiking neural network accelerator☆162Updated 2 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆74Updated 2 years ago
- memristor 1T1R array based CNN and ConvLSTM☆71Updated 6 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆36Updated 6 years ago