iis-eth-zurich / hd_dvs
Integrating Event-based Dynamic Vision Sensors with Sparse Hyperdimensional Computing
☆10Updated 4 years ago
Alternatives and similar repositories for hd_dvs:
Users that are interested in hd_dvs are comparing it to the libraries listed below
- Official implementation for the paper "Understanding Hyperdimensional Computing for Parallel Single-Pass Learning"☆19Updated last year
- ☆18Updated 2 years ago
- ☆17Updated 2 months ago
- ☆32Updated last year
- Code used in the paper “Nonideality-Aware Training for Accurate and Robust Low-Power Memristive Neural Networks”☆12Updated last year
- CS4362 - Hardware Description Languages. Implemented SNN on an FPGA for real-time image processing using VHDL☆16Updated last year
- ☆10Updated 6 years ago
- Pytorch implementation of SEENN (Spiking Early Exit Neural Networks) (NeurIPS 2023)☆14Updated 4 months ago
- Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.☆45Updated last year
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆23Updated last year
- Deep SNNs with various neural coding methods (rate, phase, burst, TTFS)☆10Updated 3 years ago
- ☆13Updated 3 weeks ago
- An energy simulation framework for BPTT-based SNN inference and training.☆15Updated last year
- Implementation for paper "BATMANN: A Binarized-All-Through Memory-Augmented Neural Network for Efficient In-Memory Computing"☆12Updated 3 years ago
- MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024, Nominated for Best Paper Award☆12Updated 11 months ago
- [FPGA-2022] N3H-Core: Neuron-designed Neural Network Accelerator via FPGA-based Heterogeneous Computing Cores☆12Updated 3 years ago
- Central repository for all NeuroSim versions. Each version is uploaded in a separate branch. Updates to the versions will be reflected he…☆34Updated last month
- Quantization-aware training with spiking neural networks☆40Updated 3 years ago
- Hyperdimensional computing for language recognition: Matlab and RTL implementations☆32Updated 8 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆26Updated 5 years ago
- Fully opensource spiking neural network accelerator☆139Updated 2 years ago
- ☆51Updated 2 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
- An open-sourced PyTorch library for developing energy efficient multiplication-less models and applications.☆13Updated 2 months ago
- Benchmark harness and baseline results for the NeuroBench algorithm track.☆75Updated this week
- Framework for radix encoded SNN on FPGA☆13Updated 3 years ago
- Interactive Tutorials on Training Spiking Neural Network With Backprop☆35Updated 3 years ago
- Stochastic Computing for Deep Neural Networks☆31Updated 4 years ago
- LoAS: Fully Temporal-Parallel Dataflow for Dual-Sparse Spiking Neural Networks, MICRO 2024.