flori-stelzer / deep-learning-delay-systemLinks
☆23Updated last year
Alternatives and similar repositories for deep-learning-delay-system
Users that are interested in deep-learning-delay-system are comparing it to the libraries listed below
Sorting:
- Neural network (reservoir computing system) based on electro-optical delay setup☆14Updated 5 years ago
- Instructional implementation of Physics-Aware Training (PAT) with demonstrations on simulated experiments.☆299Updated 10 months ago
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆13Updated 2 years ago
- Using machine learning to replicate chaotic attractors and calculate Lyapunov exponents from data. Chaos 27, 121102 (2017); https://doi.o…☆46Updated 5 years ago
- A library modeling the fiber-optic channel governed by nonlinear schrödinger equation, accompanied with TX and RX DSP chain implementatio…☆24Updated 2 years ago
- Oger is a toolbox mainly used for Reservoir Computing neural networks, such as Echo State Networks (ESN) and Liquid State Machines (LSM)☆19Updated 3 years ago
- A simulation framework for unitary neural networks and photonic devices☆111Updated 4 years ago
- Matlab implementation of Echo State Network (reservoir computing)☆25Updated 8 years ago
- Flexible simulation package for optical neural networks☆242Updated 5 years ago
- A toolbox for optical communications, accelerated in CPU/GPU/TPU, differentiate, vectorize, and more, powered by JAX.☆63Updated 3 months ago
- Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorc…☆81Updated 3 years ago
- Notebook examples for the neurophox repository☆19Updated 5 years ago
- Code for the paper "Next Generation Reservoir Computing"☆180Updated 4 years ago
- Spiking neural networks in JAX with equinox.☆25Updated last year
- In-sensor reservoir computing for language learning via two-dimensional memristors☆20Updated 2 years ago
- DDE-BIFTOOL is a set of routines for performing numerical bifurcation analysis of delay-differential equations, running in MATLAB or GNU …☆15Updated 5 years ago
- A tool for mapping and simulating convolutions using ultrafast photonics☆14Updated 6 years 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
- A fully modular framework for modeling and optimizing analog neural networks☆20Updated 10 months ago
- Simulate optical communications systems with Python.☆155Updated 3 weeks ago
- Deep learning for spiking neural networks☆69Updated last year
- RNN architectures trained with Backpropagation and Reservoir Computing (RC) methods for forecasting high-dimensional chaotic dynamical sy…☆95Updated 2 years ago
- Instructive examples using projects in the Nengo ecosystem☆23Updated last year
- Simulation code of the paper "Persistent Memory in Single Node Delay-Coupled Reservoir Computing"☆17Updated 4 years ago
- QAMpy is a DSP chain for the simulation and equalisation of optical communications signals☆79Updated 6 months ago
- Deep learning integration for Nengo☆91Updated 5 months ago
- Code for our paper 'Automatic Synthesis of Broadband Silicon Photonic Devices via Bayesian Optimization'☆14Updated last year
- An implementation to "Transfer Learning in Adaptive Filters: The Nearest Instance Centroid-Estimation Kernel Least-Mean-Square Algorithm"…☆14Updated 3 years ago
- [Nature Communications 2023] "Wearable in-sensor reservoir computing using optoelectronic polymers with through-space charge-transport ch…☆14Updated 2 years ago
- Functional models and algorithms for sparse signal processing☆93Updated last year