Implementing Spiking Neural Networks on Neuromorphic Architectures: A
Review

Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review

17 February 2022

Phu Khanh Huynh

Papers citing "Implementing Spiking Neural Networks on Neuromorphic Architectures: A Review"

13 / 13 papers shown

Title
Neuromorphic Circuits with Spiking Astrocytes for Increased Energy Efficiency, Fault Tolerance, and Memory Capacitance Aybars Yunusoglu Dexter Le Murat Isik I. C. Dikmen Teoman Karadag 31 0 0 27 Feb 2025
Synaptic Plasticity Models and Bio-Inspired Unsupervised Deep Learning: A Survey Gabriele Lagani Fabrizio Falchi Claudio Gennaro Giuseppe Amato AAML 41 6 0 30 Jul 2023
What is Cognitive Computing? An Architecture and State of The Art S. Elnagar Manoj A. Thomas Kweku-Muata A. Osei-Bryson 21 3 0 02 Jan 2023
Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking S. Xiang Tao Zhang Shuqing Jiang Yanan Han Yahui Zhang Chenyang Du Xingxing Guo Licun Yu Yue-chun Shi Yue Hao 8 9 0 24 Sep 2022
Encoding Integers and Rationals on Neuromorphic Computers using Virtual Neuron Prasanna Date Shruti R. Kulkarni Aaron R. Young Catherine D. Schuman T. Potok Jeffrey S. Vetter 26 5 0 15 Aug 2022
Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants A. Paul Md. Abu Saleh Tajin Anup Das W. Mongan K. Dandekar 27 11 0 21 Feb 2022
AnalogNets: ML-HW Co-Design of Noise-robust TinyML Models and Always-On Analog Compute-in-Memory Accelerator Chuteng Zhou F. García-Redondo Julian Büchel I. Boybat Xavier Timoneda Comas S. Nandakumar Shidhartha Das Abu Sebastian Manuel Le Gallo P. Whatmough 27 16 0 10 Nov 2021
Stable Lifelong Learning: Spiking neurons as a solution to instability in plastic neural networks Samuel Schmidgall Joe Hays 16 4 0 07 Nov 2021
Design Technology Co-Optimization for Neuromorphic Computing Ankita Paul Shihao Song Anup Das 35 6 0 15 Oct 2021
An optical neural network using less than 1 photon per multiplication Tianyu Wang Shifan Ma Logan G. Wright Tatsuhiro Onodera Brian C. Richard Peter L. McMahon 46 177 0 27 Apr 2021
Neuromorphic Algorithm-hardware Codesign for Temporal Pattern Learning Haowen Fang Brady Taylor Ziru Li Zaidao Mei Hai Helen Li Qinru Qiu 38 10 0 21 Apr 2021
PyCARL: A PyNN Interface for Hardware-Software Co-Simulation of Spiking Neural Network Adarsha Balaji Prathyusha Adiraju H. Kashyap Anup Das J. Krichmar N. Dutt F. Catthoor 38 48 0 21 Mar 2020
Mapping Spiking Neural Networks to Neuromorphic Hardware Adarsha Balaji Anup Das Yuefeng Wu Khanh Huynh Francesco DellÁnna Giacomo Indiveri J. Krichmar N. Dutt S. Schaafsma F. Catthoor 39 114 0 04 Sep 2019