Cellular neuron and large wireless neural network

Tomasz Jannson; Thomas Forrester; Barry Ambrose; Matheos Kazantzidis; Freddie Lin

doi:10.1117/12.663363

9 May 2006 Cellular neuron and large wireless neural network

Tomasz Jannson, Thomas Forrester, Barry Ambrose, Matheos Kazantzidis, Freddie Lin

Proceedings Volume 6229, Intelligent Computing: Theory and Applications IV; 622908 (2006) https://doi.org/10.1117/12.663363
Event: Defense and Security Symposium, 2006, Orlando (Kissimmee), Florida, United States

Abstract

A new approach to neural networks is proposed, based on wireless interconnects (synapses) and cellular neurons, both software and hardware; with the capacity of 10¹⁰ neurons, almost fully connected. The core of the system is Spatio-Temporal-Variant (STV) kernel and cellular axon with synaptic plasticity variable in time and space. The novel large neural network hardware is based on two established wireless technologies: RF-cellular and IR-wireless.

Citation Download Citation

Tomasz Jannson, Thomas Forrester, Barry Ambrose, Matheos Kazantzidis, and Freddie Lin "Cellular neuron and large wireless neural network", Proc. SPIE 6229, Intelligent Computing: Theory and Applications IV, 622908 (9 May 2006); https://doi.org/10.1117/12.663363

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