Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity

26 October 2021

Papers citing "Increasing Liquid State Machine Performance with Edge-of-Chaos Dynamics Organized by Astrocyte-modulated Plasticity"

12 / 12 papers shown

Title
Characterizing Learning in Spiking Neural Networks with Astrocyte-Like Units Christopher S. Yang Sylvester J. Gates III Dulara De Zoysa Jaehoon Choe Wolfgang Losert Corey B. Hart 43 0 0 09 Mar 2025
Temporal and Spatial Reservoir Ensembling Techniques for Liquid State Machines Anmol Biswas Sharvari Ashok Medhe Raghav Singhal U. Ganguly 63 0 0 18 Nov 2024
Neuromorphic on-chip reservoir computing with spiking neural network architectures Samip Karki Diego Chavez Arana Andrew T. Sornborger Francesco Caravelli 16 1 0 30 Jul 2024
Exploiting Heterogeneity in Timescales for Sparse Recurrent Spiking Neural Networks for Energy-Efficient Edge Computing Biswadeep Chakraborty Saibal Mukhopadhyay 36 2 0 08 Jul 2024
Towards Biologically Plausible Computing: A Comprehensive Comparison Changze Lv Yufei Gu Zhengkang Guo Zhibo Xu Yixin Wu ... Tianlong Li Jianhao Zhu Cenyuan Zhang Zixuan Ling Xiaoqing Zheng 28 1 0 23 Jun 2024
Expanding memory in recurrent spiking networks Ismael Balafrej Fabien Alibart Jean Rouat 25 0 0 29 Oct 2023
Multi-scale Evolutionary Neural Architecture Search for Deep Spiking Neural Networks Wenxuan Pan Feifei Zhao Bing Han Yi Zeng 23 4 0 21 Apr 2023
Adaptive structure evolution and biologically plausible synaptic plasticity for recurrent spiking neural networks Wenxuan Pan Feifei Zhao Yi Zeng Bing Han 21 4 0 31 Mar 2023
Heterogeneous Recurrent Spiking Neural Network for Spatio-Temporal Classification Biswadeep Chakraborty Saibal Mukhopadhyay 21 20 0 22 Sep 2022
A temporally and spatially local spike-based backpropagation algorithm to enable training in hardware Anmol Biswas V. Saraswat U. Ganguly AAML 11 1 0 20 Jul 2022
Learning to learn online with neuromodulated synaptic plasticity in spiking neural networks Samuel Schmidgall Joe Hays 30 3 0 25 Jun 2022
Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules Yuhan Helena Liu Arna Ghosh Blake A. Richards E. Shea-Brown Guillaume Lajoie 21 9 0 02 Jun 2022