Spiking neural networks (SNNs) for speech classification
☆12Mar 14, 2022Updated 4 years ago
Alternatives and similar repositories for speech_spike_signatures
Users that are interested in speech_spike_signatures are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for DCT_SNN, an input encoding scheme for SNNs using DCT☆20Sep 30, 2021Updated 4 years ago
- ☆13Oct 1, 2020Updated 5 years ago
- Code for the model presented in the paper "LISNN: Improving Spiking Neural Networks with Lateral Interactions for Robust Object Recogniti…☆12Nov 20, 2020Updated 5 years ago
- The code to simulate spiking neural networks as used in the paper "Spiking Time-Dependent Plasticity Leads to Efficient Coding of Predict…☆10Nov 24, 2019Updated 6 years ago
- Encoders for turning real-valued data into spike trains.☆12Feb 5, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Spiking 🧠 and artificial 🤖 RNN solutions to Speech Commands Dataset 🗣️ in TensorFlow☆14Feb 3, 2021Updated 5 years ago
- Pytorch-Kaldi implementation of SNN-based ASR systems☆18Feb 1, 2020Updated 6 years ago
- The biologically plausible self backpropagation on SNNs and ANNs☆13Aug 27, 2021Updated 4 years ago
- Code for spike coding networks☆16Jan 8, 2021Updated 5 years ago
- This repo is the implementation of the spatio-temporal credit assignment （STCA） algorithm for training deep spiking neural networks.☆28Aug 7, 2019Updated 6 years ago
- Repository for code, data, and other artifacts for "Minibatch Processing in Spiking Neural Networks"☆14Nov 5, 2019Updated 6 years ago
- [Python 3.6, Tensorflow v1] Spiking Neural Network Lib☆13Oct 20, 2020Updated 5 years ago
- Learning with spiking neural networks using STDP synapses. Python, PyNN, NEST-simulator, numpy☆10Aug 25, 2020Updated 5 years ago
- Extended edit similarity measurement for high dimensional discrete-time series signal (e.g., multi-unit spike-train).☆23Feb 9, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆19Mar 13, 2023Updated 3 years ago
- Implementation of the paper Keys to Accurate Feature Extraction Using Residual Spiking Neural Networks☆35Dec 28, 2023Updated 2 years ago
- A Spiking Neural Network encoder for time series data☆22Sep 5, 2021Updated 4 years ago
- Pytorch project accompanying the paper "Comparing Deep Models and Evaluation Strategies for Multi-Pitch Estimation in Music Recordings", …☆13Aug 26, 2022Updated 3 years ago
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆65Dec 29, 2020Updated 5 years ago
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆14Jun 19, 2023Updated 2 years ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆32Apr 22, 2024Updated last year
- Ares: A framework for quantifying the resilience of deep neural networks☆39Jan 27, 2020Updated 6 years ago
- What about coding a Spiking Neural Network using an automatic differentiation framework? In SNNs, there is a time axis and the neural net…☆276Nov 6, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- ☆12Mar 24, 2021Updated 5 years ago
- FAST corner detection algorithm optimised for CUDA☆10Jan 8, 2019Updated 7 years ago
- This code repository is the source code of the paper "Deep Long-Range Spatiotemporal Dependency Synthetic Minority Oversampling Technique…☆13Nov 21, 2025Updated 4 months ago
- The source code for the paper entitled "A Tandem Learning Rule for Effective Training and Rapid Inference of Deep Spiking Neural Networks…☆14Jul 4, 2021Updated 4 years ago
- ☆12Mar 1, 2024Updated 2 years ago
- Pure python implementation of unsupervised MNIST classification using Spiking Neural Networks (using STDP)☆31Mar 28, 2022Updated 4 years ago
- MAPS ( MIDI Aligned Piano Sounds ) dataset python api for machine learning☆11Jun 26, 2018Updated 7 years ago
- Spatio-temporal BP for SNNs☆239May 17, 2022Updated 3 years ago
- Teaching a quadruped robot to walk using a spiking neural network based architecture☆13May 12, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting with the flexibility to host WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Cloudways by DigitalOcean.
- Training spiking networks with hybrid ann-snn conversion and spike-based backpropagation☆103Apr 4, 2021Updated 4 years ago
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆12Feb 15, 2022Updated 4 years ago
- C++ Spiking Neural Network Simulator Framework☆15Oct 8, 2022Updated 3 years ago
- An event based dataset loader under one common python API.☆10Mar 22, 2022Updated 4 years ago
- Original DVS128 Gesture Dataset in PyTorch☆13Jun 6, 2023Updated 2 years ago
- Wide Kernel Time-Frequency Fusion （WTFF）--Multi-Domain Time-Frequency Fusion Feature Contrastive Learning for Machinery Fault Diagnosis☆14Mar 21, 2025Updated last year
- Manycore platform Simulation tool for NoC-based platform at a Transactional Level Modeling level☆10Aug 30, 2016Updated 9 years ago