Unary Coding for Neural Network Learning
Neural and Evolutionary Computing
2010-09-24 v1
Authors:
Subhash Kak
Abstract
This paper presents some properties of unary coding of significance for biological learning and instantaneously trained neural networks.
Cite
@article{arxiv.1009.4495,
title = {Unary Coding for Neural Network Learning},
author = {Subhash Kak},
journal= {arXiv preprint arXiv:1009.4495},
year = {2010}
}
Comments
7 pages, 1 figure
Related papers
View all related →
Neural and Evolutionary Computing · Computer Science
Spread Unary Coding
Subhash Kak
2014-12-22
Information Theory · Computer Science
Error Correction Capacity of Unary Coding
Pushpa Sree Potluri
2014-12-01
Information Theory · Computer Science
Introduction to Dynamic Unary Encoding
Ernst D. Berg
2014-12-19
Neural and Evolutionary Computing · Computer Science
Training of CC4 Neural Network with Spread Unary Coding
Pushpa Sree Potluri
2015-09-04
Neural and Evolutionary Computing · Computer Science
Binary Neural Networks: A Survey
Haotong Qin, Ruihao Gong, Xianglong Liu, Xiao Bai +2
2020-04-08
Computer Vision and Pattern Recognition · Computer Science
Compact Hash Code Learning with Binary Deep Neural Network
Thanh-Toan Do, Tuan Hoang, Dang-Khoa Le Tan, Anh-Dzung Doan +1
2019-09-02
Machine Learning · Computer Science
Faster Predictive Coding Networks via Better Initialization
Luca Pinchetti, Simon Frieder, Thomas Lukasiewicz, Tommaso Salvatori
2026-01-30
Computation and Language · Computer Science
A Unified Review of Deep Learning for Automated Medical Coding
Shaoxiong Ji, Wei Sun, Xiaobo Li, Hang Dong +5
2024-05-15
Computer Vision and Pattern Recognition · Computer Science
Learning to Hash with Binary Deep Neural Network
Thanh-Toan Do, Anh-Dzung Doan, Ngai-Man Cheung
2016-07-19
Machine Learning · Computer Science
A Review of Recent Advances of Binary Neural Networks for Edge Computing
Wenyu Zhao, Teli Ma, Xuan Gong, Baochang Zhang +1
2020-12-01
Neurons and Cognition · Quantitative Biology
Drawing Inspiration from Biological Dendrites to Empower Artificial Neural Networks
Spyridon Chavlis, Panayiota Poirazi
2021-06-15
Information Theory · Computer Science
On Random Linear Network Coding for Butterfly Network
Xuan Guang, Fang-Wei Fu
2010-01-18
Machine Learning · Computer Science
Learning to Train a Binary Neural Network
Joseph Bethge, Haojin Yang, Christian Bartz, Christoph Meinel
2018-09-28
Information Theory · Computer Science
Extended Unary Coding
Subhash Kak
2015-02-04
Neural and Evolutionary Computing · Computer Science
A Hybrid Neural Coding Approach for Pattern Recognition with Spiking Neural Networks
Xinyi Chen, Qu Yang, Jibin Wu, Haizhou Li +1
2024-01-05
Computer Vision and Pattern Recognition · Computer Science
On Binary Classification with Single-Layer Convolutional Neural Networks
Soroush Mehri
2015-09-15
Artificial Intelligence · Computer Science
Adaptive Learning with Binary Neurons
Juan-Manuel Torres-Moreno, Mirta B. Gordon
2009-04-30
Quantum Physics · Physics
Quantum HyperNetworks: Training Binary Neural Networks in Quantum Superposition
Juan Carrasquilla, Mohamed Hibat-Allah, Estelle Inack, Alireza Makhzani +3
2025-07-18
Machine Learning · Computer Science
Training binary neural networks without floating point precision
Federico Fontana
2023-11-01
Computation and Language · Computer Science
A Primer on Neural Network Models for Natural Language Processing
Yoav Goldberg
2015-10-06
Machine Learning · Computer Science
Complex Evolution Recurrent Neural Networks (ceRNNs)
Izhak Shafran, Tom Bagby, R. J. Skerry-Ryan
2019-06-07
Machine Learning · Computer Science
Coding for Random Projections
Ping Li, Michael Mitzenmacher, Anshumali Shrivastava
2013-08-12
Computation and Language · Computer Science
Using Recurrent Neural Network for Learning Expressive Ontologies
Giulio Petrucci, Chiara Ghidini, Marco Rospocher
2016-07-15
Emerging Technologies · Computer Science
Temporal-Rate Encoding to Realize Unary Positional Representation in Spiking Neural Systems
Zhenduo Zhai, Ismail Akturk
2020-12-21
Machine Learning · Computer Science
Combinatorial Convolutional Neural Networks for Words
Karen Sargsyan
2023-03-30