shieldforever / NeuronQuant
[ASP-DAC 2025] "NeuronQuant: Accurate and Efficient Post-Training Quantization for Spiking Neural Networks" Official Implementation
☆10Updated 2 months ago
Alternatives and similar repositories for NeuronQuant:
Users that are interested in NeuronQuant are comparing it to the libraries listed below
- LoAS: Fully Temporal-Parallel Dataflow for Dual-Sparse Spiking Neural Networks, MICRO 2024.☆10Updated last month
- The official implementation of HPCA 2025 paper, Prosperity: Accelerating Spiking Neural Networks via Product Sparsity☆26Updated 3 months ago
- ☆15Updated last year
- ☆12Updated last year
- HW accelerator mapping optimization framework for in-memory computing☆22Updated 3 months ago
- A bit-level sparsity-awared multiply-accumulate process element.☆15Updated 10 months ago
- ☆18Updated 2 years ago
- Here are some implementations of basic hardware units in RTL language (verilog for now), which can be used for area/power evaluation and …☆11Updated last year
- An efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences☆26Updated last year
- ☆26Updated last year
- SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…☆26Updated 7 months ago
- ☆9Updated last year
- Neural Network-Hardware Co-design for Scalable RRAM-based BNN Accelerators☆11Updated 6 years ago
- NeuroSync: A Scalable and Accurate Brain Simulation System using Safe and Efficient Speculation (HPCA 2022)☆11Updated 2 years ago
- A Unified Framework for Training, Mapping and Simulation of ReRAM-Based Convolutional Neural Network Acceleration☆34Updated 2 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆48Updated 3 years ago
- ☆26Updated last month
- A DAG processor and compiler for a tree-based spatial datapath.☆13Updated 2 years ago
- [TCAD'24] This repository contains the source code for the paper "FireFly v2: Advancing Hardware Support for High-Performance Spiking Neu…☆17Updated last year
- A comprehensive tool that allows for system-level performance estimation of chiplet-based In-Memory computing (IMC) architectures.☆21Updated 10 months ago
- A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.☆77Updated 3 years ago
- ☆34Updated 4 years ago
- ViTALiTy (HPCA'23) Code Repository☆22Updated 2 years ago
- ☆22Updated 2 years ago
- Framework for radix encoded SNN on FPGA☆12Updated 3 years ago
- [TECS'23] A project on the co-design of Accelerators and CNNs.☆20Updated 2 years ago
- A general framework for optimizing DNN dataflow on systolic array☆35Updated 4 years ago
- MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024, Nominated for Best Paper Award☆13Updated last year
- MICRO22 artifact evaluation for Sparseloop☆43Updated 2 years ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆40Updated last year