gaochangw / DeltaRNN
Latest PyTorch Implementation of DeltaGRU & DeltaLSTM that Exploits Temporal Sparsity in Sequential Data
☆13Updated last year
Alternatives and similar repositories for DeltaRNN
Users that are interested in DeltaRNN are comparing it to the libraries listed below
Sorting:
- Voice Activity Detector based on MFCC features and DNN model☆19Updated last year
- Models and training scripts for "LSTMs for Keyword Spotting with ReRAM-based Compute-In-Memory Architectures" (ISCAS 2021).☆15Updated 4 years ago
- This is an SoC design dedicated to Keyword Spotting (KWS) based on a neural-network accelerator and the wujian100 platform.☆49Updated 4 years ago
- Single Long Short Term Memory (LSTM) cell : Verilog Implementation☆31Updated 4 years ago
- Hardware implementation of Spiking Neural Network on a PYNQ-Z1 board☆36Updated 5 years ago
- ReckOn: A Spiking RNN Processor Enabling On-Chip Learning over Second-Long Timescales - HDL source code and documentation.☆84Updated 3 years ago
- ☆12Updated 5 years ago
- A heterogeneous accelerator-centric compute cluster☆15Updated this week
- Stochastic Computing for Deep Neural Networks☆33Updated 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
- Benchmark framework of compute-in-memory based accelerators for deep neural network☆42Updated 4 years ago
- Benchmark framework of compute-in-memory based accelerators for deep neural network (on-chip training chip focused)☆48Updated 3 years ago
- Intel Neuromorphic DNS Challenge☆144Updated 5 months ago
- This repository contains the released respiratory sound database for IEEE BioCAS Respiratory Sound Track Challenges.☆50Updated last month
- 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
- Design some simple RISV-V cores via verilog and vivado. 复旦大学《计算机与智能处理器体系结构 AI Core and RISC Architecture》Projects☆14Updated 3 years ago
- ☆33Updated 6 years ago
- PyTorch, Android application code for lung sound classification☆23Updated 5 years ago
- Benchmark framework of synaptic device technologies for a simple neural network☆27Updated 4 years ago
- Verilog and Python drivers and APIs for Neurram 48-core chip☆37Updated 3 years ago
- Feed-forward neural networks can be trained based on a gradient-descent based backpropagation algorithm. But, these algorithms require mo…☆12Updated 4 years ago
- ☆62Updated last year
- EE 272B - VLSI Design Project☆11Updated 3 years ago
- a Computing In Memory emULATOR framework☆11Updated 11 months ago
- An LSTM template and a few examples using Vivado HLS☆45Updated last year
- The CyNAPSE Neuromorphic Accelerator: A Digital Spiking neural network accelerator written in fully synthesizable verilog HDL☆33Updated 5 years ago
- A novel FPGA-based intent recognition systemutilizing deep recurrent neural networks☆23Updated 3 years ago
- A collection of research papers on SRAM-based compute-in-memory architectures.☆28Updated last year
- This is the first step to implement RNN on FPGAs. All modules are heavily commented. We will use High-Level Synthesis to turn these code …☆22Updated 5 years ago
- Leaky Integrate and Fire (LIF) model implementation for FPGA☆63Updated last year