20 skills found
julianser / Hed Dlg TruncatedHierarchical Encoder Decoder RNN (HRED) with Truncated Backpropagation Through Time (Truncated BPTT)
MarcoMeter / Recurrent Ppo Truncated BpttBaseline implementation of recurrent PPO using truncated BPTT
tangrizzly / 3RecommendationSystemAlgorithmsSVD & BPR+MatrixFactorization using a movie rating dataset; RNN+BPR+BPTT using taobao marketing dataset
AsafShul / PoDDOfficial PyTorch Implementation for the "Distilling Datasets Into Less Than One Image" paper.
synsense / Sinabs ExodusPlugin for Sinabs, implementing the EXODUS algorithm for training SNNs efficiently with BPTT
RuokaiYin / SATA SimSATA_Sim is an energy estimation framework for Backpropagation-Through-Time (BPTT) based Spiking Neural Networks (SNNs) training and inference with sparsity awareness.
devnag / Tensorflow BpttBackpropagation-through-time library for TensorFlow
xuanyuansen / ScalaLSTMUsing scala to implement tiny LSTM, mainly focusing on the BPTT process of training the network.
silvermpx / Mamba RsMamba SSM in Rust with CUDA. Training + inference, forward + backward (BPTT), burn-in, custom CUDA kernels.
Intelligent-Computing-Lab-Panda / SATAAn energy simulation framework for BPTT-based SNN inference and training.
ernoult / UpdatesEPgradientsBPTTUpdates of Equilibrium Prop Match Gradients of Backprop Through Time in an RNN with Static Input (NeurIPS 2019)
fengyzpku / Simple Dataset DistillationA new simple method for dataset distillation called Randomized Truncated Backpropagation Through Time (RaT-BPTT)
AnkurMali / ContinualPTNCNWe introduce Local recurrent Predictive coding model termed as Parallel temporal Neural Coding Network. Unlike classical RNNs, our model is pure local and doesn't require computing gradients backward in time; thus computationally more efficient compared to BPTT and can be used for online learning
tum-pbs / StableBPTTThe source code the for the ICLR'24 paper "Stabilizing Backpropagation Through Time to Learn Complex Physics"
jorgemf / C Evolutionary LibrarySome evolutionary algorithms written in C++: Genetic Algorithm (GA) Multi-objective Evolutionary Algorithm (MOEA) Artificial Immune System (AIS) Feed forward Neural Networks with Backpropagation Learning (NN BP) Recurrent Neural Networks with Backpropagation Through Time learning method (rNN BPTT)
animesh20 / Forecasting Of Solar Irradiance Using BPTTDeveloped an online BPTT based deep learning system for multiple look ahead predictions. Achieved 9.7 percent mean relative error for t+4 predictions.
liminchen / BPTTTutorialThis MATLAB program implements the complete BPTT process for GRU. We provide two algorithms here, a direct but quadratic time algorithm for easy understanding, and an optimized linear time algorithm.
floydkretschmar / BPTTvsEpropThis repository contains all data regarding my research project comparing the performance of Backpropagration Through Time with the three different E-prop algorithms proposed by https://arxiv.org/abs/1901.09049.
mapolinario94 / S TLLR[TMLR] S-TLLR: STDP-inspired Temporal Local Learning Rule for Spiking Neural Networks
alongwithyou / SimpleRNNA simple Recurrent Neural Network using back-propagation through time (BPTT) algorithm in matlab for learning purposes..
