How do neurons operate on sparse distributed representations? A
mathematical theory of sparsity, neurons and active dendrites

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How do neurons operate on sparse distributed representations? A mathematical theory of sparsity, neurons and active dendrites

5 January 2016

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Papers citing "How do neurons operate on sparse distributed representations? A mathematical theory of sparsity, neurons and active dendrites"

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Title
Enhancing Biologically Inspired Hierarchical Temporal Memory with Hardware-Accelerated Reflex Memory Pavia Bera Sabrina Hassan Moon Jennifer Adorno Dayane Alfenas Reis Sanjukta Bhanja 53 0 0 01 Apr 2025
Unsupervised Cognition Alfredo Ibias Hector Antona Guillem Ramirez-Miranda Enric Guinovart Eduard Alarcon SSL 50 2 0 27 Sep 2024
From Manifestations to Cognitive Architectures: a Scalable Framework Alfredo Ibias Guillem Ramirez-Miranda Enric Guinovart Eduard Alarcon GNN 63 3 0 14 Jun 2024
Sparsity in Continuous-Depth Neural Networks H. Aliee Till Richter Mikhail Solonin I. Ibarra Fabian J. Theis Niki Kilbertus 97 11 0 26 Oct 2022
Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments A. Iyer Karan Grewal Akash Velu Lucas O. Souza Jérémy Forest Subutai Ahmad AI4CE 103 46 0 31 Dec 2021
Continual Learning for Recurrent Neural Networks: an Empirical Evaluation Andrea Cossu Antonio Carta Vincenzo Lomonaco D. Bacciu CLL 104 111 0 12 Mar 2021
The Neural Coding Framework for Learning Generative Models Alexander Ororbia Daniel Kifer GAN 104 68 0 07 Dec 2020
End-to-End Memristive HTM System for Pattern Recognition and Sequence Prediction Abdullah M. Zyarah Kevin D. Gomez Dhireesha Kudithipudi 27 12 0 22 Jun 2020
How Can We Be So Dense? The Benefits of Using Highly Sparse Representations Subutai Ahmad Luiz Scheinkman 91 97 0 27 Mar 2019
Theory of Generative Deep Learning : Probe Landscape of Empirical Error via Norm Based Capacity Control Wendi Xu Ming Zhang 29 4 0 03 Oct 2018
The observer-assisted method for adjusting hyper-parameters in deep learning algorithms Maciej Wielgosz 21 1 0 30 Nov 2016
Real-Time Anomaly Detection for Streaming Analytics Subutai Ahmad S. Purdy AI4TS 35 99 0 08 Jul 2016
Encoding Data for HTM Systems S. Purdy AI4CE 51 69 0 18 Feb 2016
Continuous online sequence learning with an unsupervised neural network model Yuwei Cui Subutai Ahmad J. Hawkins CLL 48 240 0 17 Dec 2015
Why Neurons Have Thousands of Synapses, A Theory of Sequence Memory in Neocortex J. Hawkins Subutai Ahmad 64 410 0 31 Oct 2015