Rimjhim Mittal
updates
9410134
{
"RNNs": {
"format": "ModECI MDF v0.4",
"generating_application": "Python modeci-mdf v0.4.11",
"metadata": {
"preferred_duration": 50,
"preferred_dt": 0.1
},
"graphs": {
"RNNs": {
"nodes": {
"input_node": {
"parameters": {
"t": {
"default_initial_value": 0,
"time_derivative": "1"
},
"amplitude": {
"value": [
1
]
},
"period": {
"value": [
10
]
},
"level": {
"function": "sin",
"args": {
"variable0": "2*3.14159*t/period",
"scale": "amplitude"
}
}
},
"output_ports": {
"out_port": {
"value": "level"
},
"t_out_port": {
"value": "t"
}
}
},
"rnn_node": {
"input_ports": {
"ext_input": {
"shape": [
5
]
},
"fb_input": {
"shape": [
5
]
}
},
"parameters": {
"M": {
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[
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0.961528396769231,
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-0.03813619703127813,
-0.21576496361169895
],
[
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],
[
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0.06310274768367674,
0.06365517419373212
],
[
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],
[
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-0.5434735382420888,
-0.41257190722234127,
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]
]
},
"g": {
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},
"x": {
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-0.5462970928715938,
0.10262953816578246,
0.43893793957112615
],
"time_derivative": "-x + g*int_fb + ext_input"
},
"r": {
"function": "tanh",
"args": {
"variable0": "x",
"scale": 1
}
},
"int_fb": {
"function": "MatMul",
"args": {
"A": "M",
"B": "r"
}
}
},
"output_ports": {
"out_port_x": {
"value": "x"
},
"out_port_r": {
"value": "r"
}
}
},
"readout_node": {
"input_ports": {
"input": {
"shape": [
5
]
}
},
"parameters": {
"wr": {
"value": [
1.0,
1.0,
1.0,
1.0,
1.0
]
},
"zi": {
"function": "MatMul",
"args": {
"A": "input",
"B": "wr"
}
}
},
"output_ports": {
"z": {
"value": "zi"
}
}
}
},
"edges": {
"input_edge": {
"sender": "input_node",
"receiver": "rnn_node",
"sender_port": "out_port",
"receiver_port": "ext_input",
"parameters": {
"weight": [
1.0,
0.0,
0.0,
0.0,
0.0
]
}
},
"readout_edge": {
"sender": "rnn_node",
"receiver": "readout_node",
"sender_port": "out_port_r",
"receiver_port": "input",
"parameters": {
"weight": 1
}
}
}
}
}
}
}