Tsinghua-LEMON-Lab

Memeristor_based_Federated_Learning

The code for paper "Federated learning using a memristor compute-in-memory chip with in-situ PUF and TRNG"

M3D_few_shot_learning

software_edge_learning_memristor_chip

Code for Edge Learning Using a Fully Integrated Neuro-Inspired Memristor Chip

Medical-image-reconstruction

This is the raw data and core code of the article "Energy-efficient high-fidelity image reconstruction with memristor arrays for medical diagnosis"

Reservoir-computing

Rotating-neurons-reservoir

Rotating neurons reservoir is a hardware architecture for implementing resource-efficient reservoir computing. The code is a simulator for NARMA10 task, achieving record-low error.

Dendritic-computing

Neural-signal-analysis

SNN-T5830

Demonstrating greedy-trained SNN on Advantest T5830 supported 1K RRAM array testing platform. A C-based library supporting greedy training algorithm APIs for ATL (AdvanTest Language).

T5830-RRAM-API

T5830 RRAM API (TRAPI)

SNet-apps

Applications of SNet framework.

SNet

Refactor SpikeNet.