coreylammie / MemTorchLinks
A Simulation Framework for Memristive Deep Learning Systems
☆155Updated 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☆166Updated 3 months ago
- ☆40Updated 2 years ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆84Updated 3 years ago
- Benchmark framework of synaptic device technologies for a simple neural network☆206Updated 3 years ago
- memristor 1T1R array based CNN and ConvLSTM☆70Updated 5 years ago
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆28Updated last year
- Modeling of memristors in LTSpise environment☆31Updated 8 months ago
- Central repository for all NeuroSim versions. Each version is uploaded in a separate branch. Updates to the versions will be reflected he…☆52Updated last month
- A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems☆168Updated 7 months ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆70Updated 3 months ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆153Updated last year
- ☆9Updated 5 years ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆170Updated last year
- ReRAM implementation on CNN☆18Updated 6 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆185Updated 6 years ago
- Structured clustering for memristive crossbar based neuromorphic architectures☆14Updated 5 years ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆37Updated 4 years ago
- Simulations using Brian for memristor-based neural networks using STDP learning☆26Updated 9 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆57Updated 3 years ago
- Verilog and Python drivers and APIs for Neurram 48-core chip☆38Updated 3 years ago
- This project aims to be a collaborative effort to collect under one roof all the memristor models published to date.☆122Updated 6 years ago
- A Spiking neural network simulator NEST base on FPGA‘s cluster（LIF NEURON）☆17Updated 5 years ago
- Spiking Neural Network RTL Implementation☆57Updated 4 years ago
- A simulator for RRAM-based neural processor engine.☆33Updated 7 years ago
- ☆36Updated last year
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆26Updated 2 years ago
- Fully opensource spiking neural network accelerator☆152Updated 2 years ago
- Leaky Integrate and Fire (LIF) model implementation for FPGA☆69Updated 2 weeks ago
- In-sensor reservoir computing for language learning via two-dimensional memristors☆19Updated 2 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆51Updated 4 years ago