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)☆51Updated 4 years ago
- ☆17Updated 4 years ago
- ☆11Updated 5 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆36Updated 6 years ago
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆34Updated 5 years ago
- Fully Hardware-Based Stochastic Neural Network☆22Updated 5 months ago
- ReRAM implementation on CNN☆18Updated 6 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network☆42Updated 4 years ago
- The project includes SRAM In Memory Computing Accelerator with updates in design/circuits submitted previously in MPW7, by IITD researche…☆11Updated 2 years ago
- A Unified Framework for Training, Mapping and Simulation of ReRAM-Based Convolutional Neural Network Acceleration☆34Updated 3 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (inference engine focused)☆70Updated 3 months ago
- ☆19Updated 4 years ago
- CORDIC-SNN, followed with "Unsupervised learning of digital recognition using STDP" published in 2015, frontiers☆23Updated 5 years ago
- Models and training scripts for "LSTMs for Keyword Spotting with ReRAM-based Compute-In-Memory Architectures" (ISCAS 2021).☆15Updated 4 years ago
- Benchmark framework of 3D integrated CIM accelerators for popular DNN inference, support both monolithic and heterogeneous 3D integration☆22Updated 3 years ago
- a Computing In Memory emULATOR framework☆11Updated last year
- [FPL 2021] SyncNN: Evaluating and Accelerating Spiking Neural Networks on FPGAs.☆57Updated 3 years ago
- Compact LSTM inference kernel (CLINK) designed in C/HLS for FPGA implementation.☆17Updated 5 years ago
- Fast Emulation of Approximate DNN Accelerators in PyTorch☆23Updated last year
- [TCAD'24] This repository contains the source code for the paper "FireFly v2: Advancing Hardware Support for High-Performance Spiking Neu…☆19Updated last year
- A collection of research papers on SRAM-based compute-in-memory architectures.☆28Updated last year
- Spiking Neural Network Accelerator☆15Updated 3 years ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆84Updated 3 years ago
- ☆16Updated last year
- Framework for radix encoded SNN on FPGA☆13Updated 3 years ago
- Neural Network-Hardware Co-design for Scalable RRAM-based BNN Accelerators☆11Updated 6 years ago
- An HLS based winograd systolic CNN accelerator☆53Updated 3 years ago
- FPGA acceleration of a Spike-Timing-Dependent Plasticity learning algorithm for Spiking Neural Networks☆37Updated 4 years ago
- tinyODIN digital spiking neural network (SNN) processor - HDL source code and documentation.☆59Updated 2 years ago
- ☆27Updated 2 months ago