adamsolomou / SC-DNNLinks
Stochastic Computing for Deep Neural Networks
☆33Updated 4 years ago
Alternatives and similar repositories for SC-DNN
Users that are interested in SC-DNN are comparing it to the libraries listed below
Sorting:
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆53Updated 4 years ago
- ☆17Updated 4 years ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆91Updated 3 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆95Updated 4 years ago
- ☆18Updated last year
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆38Updated 6 years ago
- Fully Hardware-Based Stochastic Neural Network☆22Updated 9 months ago
- ☆11Updated 6 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆36Updated 6 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network☆45Updated 5 years ago
- Framework for radix encoded SNN on FPGA☆16Updated 3 years ago
- The project includes SRAM In Memory Computing Accelerator with updates in design/circuits submitted previously in MPW7, by IITD researche…☆15Updated 2 years ago
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆62Updated 4 years ago
- Quantized Training for Convolutional Neural Networks using Xilinx Brevitas☆12Updated 3 years ago
- Benchmark framework of 3D integrated CIM accelerators for popular DNN inference, support both monolithic and heterogeneous 3D integration☆24Updated 4 years ago
- Spiking Neural Network Accelerator☆15Updated 3 years ago
- FPGA implement of 8x8 weight stationary systolic array DNN accelerator☆16Updated 4 years ago
- [TCAD'24] This repository contains the source code for the paper "FireFly v2: Advancing Hardware Support for High-Performance Spiking Neu…☆23Updated last year
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆76Updated 8 months ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆74Updated 2 years ago
- Neural Network-Hardware Co-design for Scalable RRAM-based BNN Accelerators☆11Updated 6 years ago
- A Unified Framework for Training, Mapping and Simulation of ReRAM-Based Convolutional Neural Network Acceleration☆35Updated 3 years ago
- An HLS based winograd systolic CNN accelerator☆54Updated 4 years ago
- ☆20Updated 4 years ago
- Sparse CNN Accelerator targeting Intel FPGA☆12Updated 4 years ago
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆27Updated last year
- Open-source of MSD framework☆16Updated 2 years ago
- Arrhythmia Detection Using Algorithm and Hardware Co-design for Neural Network Inference Accelerators☆16Updated 2 years ago
- Neural Network Evaluation Tool on Crossbar-based Accelerator with Resistive Memory☆41Updated 6 years ago
- [TVLSI'23] This repository contains the source code for the paper "FireFly: A High-Throughput Hardware Accelerator for Spiking Neural Net…☆22Updated last year