Tsinghua-LEMON-Lab / software_edge_learning_memristor_chip
Code for Edge Learning Using a Fully Integrated Neuro-Inspired Memristor Chip
☆11Updated last year
Related projects: ⓘ
- ☆16Updated 3 years ago
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆31Updated 6 months ago
- ☆29Updated 8 months ago
- Verilog and Python drivers and APIs for Neurram 48-core chip☆28Updated 2 years ago
- Modeling of memristors in LTSpise environment☆16Updated last year
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆50Updated 3 years ago
- Framework for radix encoded SNN on FPGA☆11Updated 2 years ago
- A Simulation Framework for Memristive Deep Learning Systems☆134Updated 4 months ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆28Updated 5 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆44Updated 3 years ago
- SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…☆23Updated last month
- ☆38Updated last week
- This Pytorch-based framework demonstrates a sentiment analysis task in the IMDB movie reviews dataset using an SNN with a statistic memri…☆16Updated last year
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆71Updated 2 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆50Updated 5 months ago
- ☆34Updated 2 years ago
- A Spiking neural network simulator NEST base on FPGA‘s cluster(LIF NEURON)☆17Updated 4 years ago
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆10Updated last year
- CrossSim: accuracy simulation of analog in-memory computing☆114Updated 2 months ago
- Fully Hardware-Based Stochastic Neural Network☆17Updated 4 years ago
- C++ code for HLS FPGA implementation of transformer☆12Updated last week
- ☆20Updated last year
- MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024, Nominated for Best Paper Award☆10Updated 5 months ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆30Updated 4 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆34Updated last year
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆22Updated last year
- ☆9Updated 3 months ago
- memristor 1T1R array based CNN and ConvLSTM☆61Updated 5 years ago
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆25Updated last year
- ☆9Updated 2 years ago