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1908.08655
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Spiking Neural Predictive Coding for Continual Learning from Data Streams
23 August 2019
Alexander Ororbia
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Papers citing
"Spiking Neural Predictive Coding for Continual Learning from Data Streams"
17 / 17 papers shown
A Practical Guide to Tuning Spiking Neuronal Dynamics
William R. Gebhardt
Alexander Ororbia
N. McDonald
Clare D. Thiem
Jack Lombardi
201
0
0
09 Jun 2025
Replay4NCL: An Efficient Memory Replay-based Methodology for Neuromorphic Continual Learning in Embedded AI Systems
Design Automation Conference (DAC), 2025
M. Minhas
Rachmad Vidya Wicaksana Putra
Falah R. Awwad
Osman Hasan
Mohamed Bennai
303
2
0
21 Mar 2025
Tight Stability, Convergence, and Robustness Bounds for Predictive Coding Networks
A. Mali
Tommaso Salvatori
Alexander Ororbia
303
6
0
07 Oct 2024
Predictive Coding Networks and Inference Learning: Tutorial and Survey
B. V. Zwol
Ro Jefferson
E. V. D. Broek
429
4
0
04 Jul 2024
A Review of Neuroscience-Inspired Machine Learning
Alexander Ororbia
A. Mali
Adam Kohan
Beren Millidge
Tommaso Salvatori
348
16
0
16 Feb 2024
A Neuro-mimetic Realization of the Common Model of Cognition via Hebbian Learning and Free Energy Minimization
Alexander Ororbia
Mary Alexandria Kelly
AI4CE
249
4
0
14 Oct 2023
RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks
IEEE International Conference on Computer Vision (ICCV), 2023
Yu-Zhu Guo
Xiaode Liu
Y. Chen
Liwen Zhang
Weihang Peng
Yuhan Zhang
Xuhui Huang
Zhe Ma
AAML
MQ
241
36
0
13 Aug 2023
Contrastive-Signal-Dependent Plasticity: Forward-Forward Learning of Spiking Neural Systems
Science Advances (Sci Adv), 2023
Alexander Ororbia
259
12
0
30 Mar 2023
A Novel Noise Injection-based Training Scheme for Better Model Robustness
Zeliang Zhang
Jinyang Jiang
Minjie Chen
Zhiyuan Wang
Yijie Peng
Zhaofei Yu
289
3
0
17 Feb 2023
The Predictive Forward-Forward Algorithm
Annual Meeting of the Cognitive Science Society (CogSci), 2023
Alexander Ororbia
A. Mali
513
43
0
04 Jan 2023
Convolutional Neural Generative Coding: Scaling Predictive Coding to Natural Images
Annual Meeting of the Cognitive Science Society (CogSci), 2022
Alexander Ororbia
A. Mali
BDL
316
14
0
22 Nov 2022
Active Predicting Coding: Brain-Inspired Reinforcement Learning for Sparse Reward Robotic Control Problems
Alexander Ororbia
A. Mali
278
10
0
19 Sep 2022
Continuous learning of spiking networks trained with local rules
D. Antonov
K. Sviatov
S. Sukhov
157
17
0
18 Nov 2021
Continual Learning with Echo State Networks
The European Symposium on Artificial Neural Networks (ESANN), 2021
Andrea Cossu
D. Bacciu
Antonio Carta
Claudio Gallicchio
Vincenzo Lomonaco
CLL
231
17
0
17 May 2021
Tightening the Biological Constraints on Gradient-Based Predictive Coding
International Conference on Systems (ICONS), 2021
Nick Alonso
Emre Neftci
213
10
0
30 Apr 2021
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation
Neural Networks (NN), 2021
Andrea Cossu
Antonio Carta
Vincenzo Lomonaco
D. Bacciu
CLL
364
122
0
12 Mar 2021
The Neural Coding Framework for Learning Generative Models
Nature Communications (Nat Commun), 2020
Alexander Ororbia
Daniel Kifer
GAN
557
82
0
07 Dec 2020
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