open-neuromorphic / fpga-snntorch
Notebooks and code for Neuromorphic Hardware Workshop at ISFPGA 2024.
☆31Updated 6 months ago
Related projects: ⓘ
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆71Updated 2 years ago
- Fully opensource spiking neural network accelerator☆119Updated last year
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆34Updated last year
- ☆39Updated 7 months ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆50Updated 3 years ago
- IEEE Transactions on Circuits and Systems I: Efficient FPGA Implementations of Pair and Triplet-based STDP for Neuromorphic Architectures☆22Updated 5 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆30Updated 4 years ago
- FPGA Design of a Spiking Neural Network.☆30Updated 4 months ago
- Repository collecting papers about neuromorphic hardware, such as ASIC and FPGA implementations of SNNs and stuff.☆133Updated 10 months ago
- ☆21Updated 2 years ago
- ☆16Updated 3 years ago
- Notebooks for Hardware-Aware Training of Spiking Neural Networks. Open-Source Neuromorphic Circuit Design Tutorial at ESSCIRC 2023.☆19Updated last year
- Spiking Neural Network RTL Implementation☆41Updated 3 years ago
- ☆14Updated last year
- Leaky Integrate and Fire (LIF) model implementation for FPGA☆39Updated 10 months ago
- A repository FPGA-friendly SNN models☆27Updated 3 years ago
- Spiking Neural Network Accelerator☆12Updated 2 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆28Updated 5 years ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆33Updated 4 years ago
- Framework for radix encoded SNN on FPGA☆11Updated 2 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…☆9Updated last year
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆19Updated 4 years ago
- Benchmark framework of 3D integrated CIM accelerators for popular DNN inference, support both monolithic and heterogeneous 3D integration☆19Updated 2 years ago
- ODIN online-learning digital spiking neural network (SNN) processor - HDL source code and documentation.☆152Updated 5 years ago
- ☆29Updated 8 months ago
- A project dedicated to developing a hardware Integrated Circuit (IC) for a Spike Neural Network (SNN), powered by the RTL code generated …☆34Updated 7 months ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆44Updated 3 years ago
- A Spiking Neuron Network Project in Verilog Implementation☆16Updated 6 years ago
- Verilog and Python drivers and APIs for Neurram 48-core chip☆28Updated 2 years ago
- Metrics for spiking neural networks based on torchmetrics☆11Updated last year