Vivswan / AnalogVNNLinks
A fully modular framework for modeling and optimizing analog neural networks
☆20Updated 8 months ago
Alternatives and similar repositories for AnalogVNN
Users that are interested in AnalogVNN are comparing it to the libraries listed below
Sorting:
- ☆10Updated 3 months ago
- ☆12Updated 3 months ago
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆10Updated 8 months ago
- [SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference☆45Updated last year
- A collection of papers in the area of photonic design automation☆64Updated last year
- ☆22Updated 3 years ago
- [HPCA24] Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator☆28Updated 4 months ago
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆18Updated 3 years ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆79Updated 2 years ago
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆40Updated last year
- A simulation framework for unitary neural networks and photonic devices☆108Updated 4 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆21Updated 3 years ago
- Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accele…☆10Updated last year
- Code implementing the system of nonlinear equations that describes nonlinearities in silicon microring modulators.☆10Updated 4 years ago
- [ICML 2021] "Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators" by Yonggan Fu, Yonga…☆15Updated 3 years ago
- Torch2Chip (MLSys, 2024)☆51Updated 2 months ago
- ☆57Updated last month
- Base repository for simulation and control of photonic devices☆12Updated 2 years ago
- Simulator for LLM inference on an abstract 3D AIMC-based accelerator☆14Updated last month
- Code for our paper 'Automatic Synthesis of Broadband Silicon Photonic Devices via Bayesian Optimization'☆13Updated last year
- ☆15Updated last year
- FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.☆24Updated last year
- Datasets for EDA LLM research☆26Updated 4 months ago
- ☆17Updated 6 months ago
- Python package for implementing code from my paper "Optimal Design for Universal Multiport Interferometers"☆26Updated last year
- ☆33Updated last year
- Automated Large-Scale PIC Routing (accepted at ISPD 2025)☆24Updated 2 months ago
- Official code of paper "MICSim: A Modular Simulator for Mixed-signal Compute-in-Memory based AI Accelerator", ASP-DAC 2025☆21Updated 2 months ago
- [Long Term Support] [SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference☆16Updated 8 months ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago