hjq310 / text-classification-in-memristorsnn
This Pytorch-based framework demonstrates a sentiment analysis task in the IMDB movie reviews dataset using an SNN with a statistic memristor model
☆19Updated last year
Related projects ⓘ
Alternatives and complementary repositories for text-classification-in-memristorsnn
- Simulations using Brian for memristor-based neural networks using STDP learning☆25Updated 8 years ago
- NeuroPack, a tool for emulating memristor-based neuromorphic architectures☆23Updated last year
- A Python tool for computing and plotting currents and voltages in passive crossbar arrays.☆25Updated last year
- ☆8Updated 4 years ago
- PyTorch Implementation of Online Training of Spiking Recurrent Neural Networks with Phase-Change Memory Synapses☆21Updated 3 years ago
- ☆34Updated 2 years ago
- SSTDP is a efficient spiking neural network training framework, which is contributed by Fangxin Liu and Wenbo Zhao.☆32Updated 3 years ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆34Updated 4 years ago
- ☆31Updated 10 months ago
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆10Updated last year
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆97Updated 3 years ago
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆10Updated 2 years ago
- A simple from scratch implementation of a Spiking-Neural-Network with STDP in Python which is beeing trained on MNIST.☆28Updated 2 months ago
- memristor 1T1R array based CNN and ConvLSTM☆66Updated 5 years ago
- Modeling of memristors in LTSpise environment☆20Updated last month
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆25Updated 2 years ago
- In-sensor reservoir computing for language learning via two-dimensional memristors☆13Updated last year
- Python implementations and simulations of HP Labs Ion Drift and Yakopcic memristor models.☆27Updated last year
- Collection of Spiking Neural Network applications for SNN Toolbox.☆30Updated 4 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆20Updated 4 years ago
- Threshold annealing in binarized spiking neural networks☆14Updated 2 years ago
- A nest brain simulator based on FPGA(LIF NEURON)☆13Updated 2 years ago
- Reimplementation of the paper "STDP-based spiking deep convolutional neural networks for object recognition"☆12Updated last year
- ☆42Updated 5 years ago
- A Spiking Neural Network Architecture for MNIST Digit Recognition☆32Updated 6 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆52Updated 3 years ago
- Memristor-Network-Reservoir: MATLAB codes for simulating memristor networks and performing reservoir computation.☆20Updated 2 years ago
- ☆18Updated 2 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆26Updated 10 months ago