abr / power_benchmarks
Profiling power consumption of a neuromorphic keyword spotter.
☆22Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for power_benchmarks
- This is the PyNN code used in the paper titled "Multilayer Spiking Neural Network for audio samples classification using SpiNNaker", whic…☆31Updated 2 years ago
- Collection of Spiking Neural Network applications for SNN Toolbox.☆30Updated 4 years ago
- An open-source cross-platform package to analyze and post-process spiking information obtained from neuromorphic cochleas☆18Updated 3 months ago
- Supervised Spiking Network☆80Updated 2 years ago
- Run Nengo models on Intel's Loihi chip☆35Updated 8 months ago
- RBM implemented with spiking neurons in Python. Contrastive Divergence used to train the network.☆29Updated 6 years ago
- Event-based deep belief network offline training algorithm☆22Updated 10 years ago
- Code from our paper: SuperSpike: Supervised learning in multi-layer spiking neural networks.☆54Updated 6 years ago
- Spiking Neural Network to identify spoken letters☆8Updated 7 years ago
- Intel Neuromorphic DNS Challenge☆133Updated 9 months ago
- Instructive examples using projects in the Nengo ecosystem☆23Updated 11 months ago
- Datasets recorded from Neuromorphic Sensors or Conversions using Simulations of Sensors☆29Updated 6 months ago
- Supervised learning in spiking neural networks for precise temporal encoding☆18Updated 5 years ago
- The Spiking Reservoir (Liquid State Machine - LSM) Simulator☆51Updated last year
- To identify features by aggregate-label learning in spiking neurons☆14Updated 6 years ago
- Spiking neural networks (SNNs) for speech classification☆13Updated 2 years ago
- ☆43Updated 2 years ago
- ☆42Updated 5 years ago
- This repository will host models, modules, algorithms and applications developed by the INRC Community to run on the Intel Loihi Platform…☆81Updated last year
- Temporal backpropagation for spiking neural networks with one spike per neuron, by S. R. Kheradpisheh and T. Masquelier, International Jo…☆59Updated 3 years ago
- ☆69Updated 9 years ago
- Long short-term memory Spiking Neural Networks☆99Updated 4 years ago
- ☆36Updated 2 years ago
- Experiments with spiking neural networks (SNNs) in PyTorch. See https://github.com/BINDS-LAB-UMASS/bindsnet for the successor to this pro…☆90Updated 6 years ago
- Comparison of Spiking Neural Network Simulator Performance☆20Updated 5 years ago
- ☆32Updated 5 years ago
- Pytorch-Kaldi implementation of SNN-based ASR systems☆17Updated 4 years ago
- Implementation of the Legendre Memory Unit in PyTorch☆22Updated 4 years ago
- An event based dataset loader under one common python API.☆9Updated 2 years ago
- PyTorch based toolkit for developing spiking neural networks (SNNs) by training and testing them on speech command recognition tasks☆20Updated 6 months ago