QianpengLi577 / Neuromorphic-Processor-paper-list
I will share some useful or interesting papers about neuromorphic processor
☆24Updated 2 months ago
Alternatives and similar repositories for Neuromorphic-Processor-paper-list:
Users that are interested in Neuromorphic-Processor-paper-list are comparing it to the libraries listed below
- SATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and infe…☆26Updated 7 months ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆35Updated 4 years ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆84Updated 3 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆23Updated 5 years ago
- Spiking Neural Network RTL Implementation☆55Updated 3 years ago
- A repository FPGA-friendly SNN models☆33Updated 4 years ago
- Framework for radix encoded SNN on FPGA☆12Updated 3 years ago
- Leaky Integrate and Fire (LIF) model implementation for FPGA☆60Updated last year
- NeuroSync: A Scalable and Accurate Brain Simulation System using Safe and Efficient Speculation (HPCA 2022)☆10Updated 2 years ago
- A nest brain simulator based on FPGA(LIF NEURON)☆14Updated 3 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆48Updated 3 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆36Updated 5 years ago
- ☆18Updated 4 years ago
- [TVLSI'23] This repository contains the source code for the paper "FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Net…☆18Updated last year
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆55Updated 3 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆33Updated 5 years ago
- LoAS: Fully Temporal-Parallel Dataflow for Dual-Sparse Spiking Neural Networks, MICRO 2024.☆10Updated last month
- MINT, Multiplier-less INTeger Quantization for Energy Efficient Spiking Neural Networks, ASP-DAC 2024, Nominated for Best Paper Award☆13Updated last year
- An energy simulation framework for BPTT-based SNN inference and training.☆15Updated last year
- ☆17Updated 4 years ago
- A Behavior-Level Modeling Tool for Memristor-based Neuromorphic Computing Systems☆161Updated 4 months ago
- STBP is a way to train SNN with datasets by Backward propagation.Using this Repositories allows you to train SNNS with STBP and quantize …☆28Updated 3 years ago
- A three-layer LIF neuron SNN accelerator. The first layer is the input layer and has 784 neurons, that receive the encoded spikes. The se…☆12Updated last year
- [NeurIPS 2024] Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation☆15Updated 3 months ago
- ☆16Updated 11 months ago
- [TCAD'24] This repository contains the source code for the paper "FireFly v2: Advancing Hardware Support for High-Performance Spiking Neu…☆17Updated 11 months ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆56Updated 2 years ago
- FPGA Design of a Spiking Neural Network.☆38Updated 11 months ago
- ☆33Updated last year
- Code for the ISCAS23 paper "The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks"☆11Updated 2 years ago