A Novel Neuromorphic Processors Realization of Spiking Deep
Reinforcement Learning for Portfolio Management

A Novel Neuromorphic Processors Realization of Spiking Deep Reinforcement Learning for Portfolio Management

26 March 2022

Forouzan Fallah

Soroush Barmaki

Papers citing "A Novel Neuromorphic Processors Realization of Spiking Deep Reinforcement Learning for Portfolio Management"

14 / 14 papers shown

Title
Deep Reinforcement Learning with Population-Coded Spiking Neural Network for Continuous Control Guangzhi Tang Neelesh Kumar Raymond Yoo Konstantinos Michmizos 91 76 0 19 Oct 2020
Application of Deep Q-Network in Portfolio Management Ziming Gao Yuan Gao Yitao Hu Zhengyong Jiang Jionglong Su AIFin 62 51 0 13 Mar 2020
Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware Guangzhi Tang Neelesh Kumar Konstantinos Michmizos 56 81 0 02 Mar 2020
A Spiking Neural Network Emulating the Structure of the Oculomotor System Requires No Learning to Control a Biomimetic Robotic Head Praveenram Balachandar Konstantinos Michmizos 25 9 0 18 Feb 2020
Deep Reinforcement Learning for Trading Zihao Zhang S. Zohren Stephen J. Roberts AIFin 79 207 0 22 Nov 2019
Neural Population Coding for Effective Temporal Classification Zihan Pan Jibin Wu Yansong Chua Malu Zhang Haizhou Li AI4TS 33 34 0 12 Sep 2019
Spiking Neural Network on Neuromorphic Hardware for Energy-Efficient Unidimensional SLAM Guangzhi Tang Arpit Shah Konstantinos Michmizos 33 80 0 06 Mar 2019
Learning First-to-Spike Policies for Neuromorphic Control Using Policy Gradients Bleema Rosenfeld Osvaldo Simeone Bipin Rajendran 44 17 0 23 Oct 2018
SLAYER: Spike Layer Error Reassignment in Time S. Shrestha Garrick Orchard 54 750 0 05 Sep 2018
Long short-term memory and learning-to-learn in networks of spiking neurons G. Bellec Darjan Salaj Anand Subramoney Robert Legenstein Wolfgang Maass 137 487 0 26 Mar 2018
A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem Zhengyao Jiang Dixing Xu Jinjun Liang OOD 62 344 0 30 Jun 2017
Spatio-Temporal Backpropagation for Training High-performance Spiking Neural Networks Yujie Wu Lei Deng Guoqi Li Jun Zhu Luping Shi 62 1,021 0 08 Jun 2017
More is Less: A More Complicated Network with Less Inference Complexity Xuanyi Dong Junshi Huang Yi Yang Shuicheng Yan 48 288 0 25 Mar 2017
Online Portfolio Selection: A Survey Bin Li Guosheng Lin 115 267 0 10 Dec 2012