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"

10 / 10 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 26 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 19 6 0 30 Jul 2023
Energy-Efficient Respiratory Anomaly Detection in Premature Newborn Infants A. Paul Md. Abu Saleh Tajin Anup Das W. Mongan K. Dandekar 14 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 A. Sebastian M. Le Gallo P. Whatmough 17 14 0 10 Nov 2021
Stable Lifelong Learning: Spiking neurons as a solution to instability in plastic neural networks Samuel Schmidgall Joe Hays 12 4 0 07 Nov 2021
Design Technology Co-Optimization for Neuromorphic Computing Ankita Paul Shihao Song Anup Das 25 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 37 174 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 16 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 33 47 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 26 112 0 04 Sep 2019