Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware

4 December 2018

Papers citing "Benchmarking Keyword Spotting Efficiency on Neuromorphic Hardware"

20 / 20 papers shown

Title
Towards Ultra-Low-Power Neuromorphic Speech Enhancement with Spiking-FullSubNet Xiang Hao Chenxiang Ma Qu Yang Jibin Wu Kay Chen Tan 28 0 0 07 Oct 2024
Advanced Computing and Related Applications Leveraging Brain-inspired Spiking Neural Networks Lyuyang Sima Joseph Bucukovski Erwan Carlson Nicole L. Yien 24 1 0 08 Sep 2023
DeepFire2: A Convolutional Spiking Neural Network Accelerator on FPGAs M. Aung Daniel Gerlinghoff Chuping Qu Liwei Yang Tian Huang Rick Siow Mong Goh Yaoyu Zhang Weng-Fai Wong 21 10 0 09 May 2023
A Comparison of Temporal Encoders for Neuromorphic Keyword Spotting with Few Neurons Mattias Nilsson Tony Pina Lyes Khacef F. Liwicki Elisabetta Chicca Fredrik Sandin 35 3 0 24 Jan 2023
Desire Backpropagation: A Lightweight Training Algorithm for Multi-Layer Spiking Neural Networks based on Spike-Timing-Dependent Plasticity Daniel Gerlinghoff Yaoyu Zhang Rick Siow Mong Goh Weng-Fai Wong 16 2 0 10 Nov 2022
In the realm of hybrid Brain: Human Brain and AI Hoda Fares Margherita Ronchini M. Zamani H. Farkhani F. Moradi 33 5 0 04 Oct 2022
Voltage-Dependent Synaptic Plasticity (VDSP): Unsupervised probabilistic Hebbian plasticity rule based on neurons membrane potential Nikhil Garg Ismael Balafrej T. Stewart J. Portal M. Bocquet D. Querlioz Dominique Drouin Jean Rouat Y. Beilliard Fabien Alibart 16 15 0 21 Mar 2022
Multi-Sample Online Learning for Spiking Neural Networks based on Generalized Expectation Maximization Hyeryung Jang Osvaldo Simeone 36 0 0 05 Feb 2021
A Spiking Central Pattern Generator for the control of a simulated lamprey robot running on SpiNNaker and Loihi neuromorphic boards Emmanouil Angelidis Emanuel Buchholz Jonathan Arreguit A. Rougé T. Stewart Axel Von Arnim Alois C. Knoll A. Ijspeert 38 28 0 18 Jan 2021
Spiking Neural Networks -- Part I: Detecting Spatial Patterns Hyeryung Jang N. Skatchkovsky Osvaldo Simeone 6 10 0 27 Oct 2020
Event-Driven Visual-Tactile Sensing and Learning for Robots Tasbolat Taunyazov Weicong Sng H. See Brian Z. H. Lim Jethro Kuan Abdul Fatir Ansari Benjamin C. K. Tee Harold Soh 25 92 0 15 Sep 2020
Robust trajectory generation for robotic control on the neuromorphic research chip Loihi Carlo Michaelis Andrew B. Lehr Christian Tetzlaff 22 4 0 26 Aug 2020
Surrogate gradients for analog neuromorphic computing Benjamin Cramer Sebastian Billaudelle Simeon Kanya Aron Leibfried Andreas Grubl ... Korbinian Schreiber Yannik Stradmann Johannes Weis Johannes Schemmel Friedemann Zenke 24 107 0 12 Jun 2020
Metric Learning for Keyword Spotting Jaesung Huh Minjae Lee Hee-Soo Heo Seongkyu Mun Joon Son Chung 21 23 0 18 May 2020
Deep Medical Image Analysis with Representation Learning and Neuromorphic Computing N. Getty Thomas Brettin Di Jin R. Stevens Fangfang Xia MedIm 16 15 0 11 May 2020
VOWEL: A Local Online Learning Rule for Recurrent Networks of Probabilistic Spiking Winner-Take-All Circuits Hyeryung Jang N. Skatchkovsky Osvaldo Simeone 32 11 0 20 Apr 2020
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition Jibin Wu Emre Yilmaz Malu Zhang Haizhou Li Kay Chen Tan 33 104 0 19 Nov 2019
A Bin Encoding Training of a Spiking Neural Network-based Voice Activity Detection Giorgia Dellaferrera Flavio Martinelli Milos Cernak 11 10 0 28 Oct 2019
High Speed Cognitive Domain Ontologies for Asset Allocation Using Loihi Spiking Neurons C. Yakopcic Nayim Rahman Tanvir Atahary T. Taha Alex Beigh Scott Douglass 14 10 0 28 Jun 2019
Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM Guangzhi Tang Arpit Shah Konstantinos Michmizos 11 80 0 06 Mar 2019