Vivswan / AnalogVNNLinks
A fully modular framework for modeling and optimizing analog neural networks
☆20Updated last year
Alternatives and similar repositories for AnalogVNN
Users that are interested in AnalogVNN are comparing it to the libraries listed below
Sorting:
- Machine Learning-Enabled Compact Photonic Tensor Core based on Programmable Multi-Operand Multimode Interference☆12Updated last year
- ☆24Updated 3 years ago
- ☆12Updated 2 months ago
- [SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference☆44Updated last year
- A Neural Operator-based Integrated Photonic Device Simulation Framework, NeurOLight NeurIPS 2022☆48Updated 2 years ago
- Artifact evaluation for HPCA'24 paper Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accele…☆10Updated last year
- Lightening-Transformer: A Dynamically-operated Optically-interconnected Photonic Transformer Accelerator, HPCA'24☆37Updated 9 months ago
- A collection of papers in the area of photonic design automation☆73Updated last year
- Scripts for training neural networks resistant to photon shot noise with quantization-aware training, together with the code for simulati…☆18Updated 3 years ago
- Torch2Chip (MLSys, 2024)☆54Updated 7 months ago
- ☆40Updated last year
- Open source version of ArchGym project.☆121Updated 6 months ago
- ☆15Updated 7 months ago
- Official implementation for the paper "Understanding Hyperdimensional Computing for Parallel Single-Pass Learning"☆23Updated 2 years ago
- FPGA-based hardware acceleration for dropout-based Bayesian Neural Networks.☆26Updated 2 years ago
- Tutorials and code collections of my publications associated with photonic neural networks.☆24Updated 3 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
- ☆70Updated last month
- Stochastic Computing for Deep Neural Networks☆33Updated 4 years ago
- A simulation framework for unitary neural networks and photonic devices☆115Updated 4 years ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆82Updated 3 years ago
- A Simulation Framework for Memristive Deep Learning Systems☆170Updated last year
- ☆20Updated 2 years ago
- ☆91Updated 4 months ago
- Automated Large-Scale PIC Routing (accepted at ISPD 2025)☆29Updated 7 months ago
- PolyLUT is the first quantized neural network training methodology that maps a neuron to a LUT while using multivariate polynomial functi…☆54Updated last year
- [Long Term Support] [SIGCOMM 2023] Lightning: A Reconfigurable Photonic-Electronic SmartNIC for Fast and Energy-Efficient Inference☆18Updated last year
- Scalable HW-Aware Training for Analog In-Memory Computing☆33Updated 2 weeks ago
- Code implementing the system of nonlinear equations that describes nonlinearities in silicon microring modulators.☆10Updated 4 years ago
- ☆31Updated 2 years ago