Software associated to AAAI paper "Planning with Biological Neurons and Synapses"

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Deep Learning jBrain
Overview

jBrain

Software associated with the AAAI 2022 paper

Francesco D'Amore, Daniel Mitropolsky, Pierluigi Crescenzi, Emanuele Natale, Christos H. Papadimitriou, Planning with Biological Neurons and Synapses.

In order to get a first overview of the software, you are encouraged to issue the terminal command

julia src/bwACprogram.jl

from the project folder, which will run a simple default experiment. The input and output configurations, and the main model parameters, can be chosen by providing suitable options, which can be displayed by adding the --help flag in the aforementioned command.

Some basic program simulations can be run by compiling the file src/experiments.jl and executing, for example, the following functions:

test_parse_and_read([[1,3,5,7],[2,4,6]],0.1,50,1000000,50,0.1)

or

test_optimized_planning([[1,3,5,7,9],[2,4,6,8]],[[2,4,6,8,1,3,5,7,9]],0.1,50,1000000,50,0.1).

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