Brain-inspired learning in artificial neural networks: a review

Brain-inspired learning in artificial neural networks: a review

18 May 2023

Samuel Schmidgall

Jascha Achterberg

S. P. Hajiseyedrazi

Jason Eshraghian

Papers citing "Brain-inspired learning in artificial neural networks: a review"

17 / 17 papers shown

Title
Can Local Representation Alignment RNNs Solve Temporal Tasks? Nikolay Manchev Luis C. Garcia-Peraza-Herrera AI4TS 30 0 0 18 Apr 2025
Multiscale fusion enhanced spiking neural network for invasive BCI neural signal decoding Yu Song Liyuan Han Bo Xu Tielin Zhang 31 0 0 14 Sep 2024
Over the Edge of Chaos? Excess Complexity as a Roadblock to Artificial General Intelligence Teo Susnjak Timothy R. McIntosh A. Barczak N. Reyes Tong Liu Paul Watters Malka N. Halgamuge 32 3 0 04 Jul 2024
Autonomous Driving with Spiking Neural Networks Rui-Jie Zhu Ziqing Wang Leilani H. Gilpin Jason Eshraghian 31 6 0 30 May 2024
Benchmarking General-Purpose In-Context Learning Fan Wang Chuan Lin Yang Cao Yu Kang 30 1 0 27 May 2024
Growing Artificial Neural Networks for Control: the Role of Neuronal Diversity Eleni Nisioti Erwan Plantec Milton L. Montero J. Pedersen Sebastian Risi 21 1 0 14 May 2024
SQUAT: Stateful Quantization-Aware Training in Recurrent Spiking Neural Networks Sreyes P. Venkatesh Razvan Marinescu Jason Eshraghian MQ 33 5 0 15 Apr 2024
Advancing Investment Frontiers: Industry-grade Deep Reinforcement Learning for Portfolio Optimization Philip Ndikum Serge Ndikum 46 1 0 27 Feb 2024
CORE: Mitigating Catastrophic Forgetting in Continual Learning through Cognitive Replay Jianshu Zhang Yankai Fu Ziheng Peng Dongyu Yao Kun He CLL 13 0 0 02 Feb 2024
To Spike or Not To Spike: A Digital Hardware Perspective on Deep Learning Acceleration Fabrizio Ottati Chang Gao Qinyu Chen Giovanni Brignone M. Casu Jason Eshraghian Luciano Lavagno 25 18 0 27 Jun 2023
Eight challenges in developing theory of intelligence Haiping Huang 21 6 0 20 Jun 2023
A Computational Model of Learning Flexible Navigation in a Maze by Layout-Conforming Replay of Place Cells Yuan Z Gao 14 1 0 18 Sep 2022
Palette: Image-to-Image Diffusion Models Chitwan Saharia William Chan Huiwen Chang Chris A. Lee Jonathan Ho Tim Salimans David J. Fleet Mohammad Norouzi DiffM VLM 342 1,588 0 10 Nov 2021
Training Spiking Neural Networks Using Lessons From Deep Learning Jason Eshraghian Max Ward Emre Neftci Xinxin Wang Gregor Lenz Girish Dwivedi Bennamoun Doo Seok Jeong Wei D. Lu 19 428 0 27 Sep 2021
Training Learned Optimizers with Randomly Initialized Learned Optimizers Luke Metz C. Freeman Niru Maheswaranathan Jascha Narain Sohl-Dickstein 41 12 0 14 Jan 2021
Meta Learning Backpropagation And Improving It Louis Kirsch Jürgen Schmidhuber 45 56 0 29 Dec 2020
DeepMimic: Example-Guided Deep Reinforcement Learning of Physics-Based Character Skills Xue Bin Peng Pieter Abbeel Sergey Levine M. van de Panne AI4CE 169 495 0 08 Apr 2018