Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs

Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs

23 October 2022

Peter A. Beerel

Papers citing "Towards Energy-Efficient, Low-Latency and Accurate Spiking LSTMs"

11 / 11 papers shown

Title
A 71.2- $μ$ W Speech Recognition Accelerator with Recurrent Spiking Neural Network Chih-Chyau Yang Tian-Sheuan Chang 95 1 0 27 Mar 2025
Spike-inspired Rank Coding for Fast and Accurate Recurrent Neural Networks Alan Jeffares Qinghai Guo Pontus Stenetorp Timoleon Moraitis 44 16 0 06 Oct 2021
Accurate and efficient time-domain classification with adaptive spiking recurrent neural networks Bojian Yin Federico Corradi S. Bohté 69 212 0 12 Mar 2021
DIET-SNN: Direct Input Encoding With Leakage and Threshold Optimization in Deep Spiking Neural Networks Nitin Rathi Kaushik Roy 45 134 0 09 Aug 2020
Long Short-Term Memory Spiking Networks and Their Applications Ali Lotfi-Rezaabad S. Vishwanath 35 62 0 09 Jul 2020
T2FSNN: Deep Spiking Neural Networks with Time-to-first-spike Coding Seongsik Park Seijoon Kim Byunggook Na Sungroh Yoon 56 122 0 26 Mar 2020
Temporal Coding in Spiking Neural Networks with Alpha Synaptic Function: Learning with Backpropagation Iulia Comsa Krzysztof Potempa Luca Versari T. Fischbacher Andrea Gesmundo J. Alakuijala 53 177 0 30 Jul 2019
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 135 484 0 26 Mar 2018
Deep Residual Bidir-LSTM for Human Activity Recognition Using Wearable Sensors Yu Zhao Rennong Yang Guillaume Chevalier Maoguo Gong BDL HAI 49 311 0 22 Aug 2017
Conversion of Artificial Recurrent Neural Networks to Spiking Neural Networks for Low-power Neuromorphic Hardware P. U. Diehl Guido Zarrella A. Cassidy Bruno U. Pedroni Emre Neftci 51 217 0 16 Jan 2016
Unitary Evolution Recurrent Neural Networks Martín Arjovsky Amar Shah Yoshua Bengio ODL 41 769 0 20 Nov 2015

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.