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Autaptic Circuits for
Neural Vehicles
@SteveBattle
blog.stevebattle.me
Sysemia Ltd
#AISB50
Brains and Embodiment
Turing, Intelligent Machinery 1948
Grey Walter, The Living Brain 1953
Neural Vehicles
1984 - Valentino Valentino Braitenberg, cyberneticist, neuro-anatomist and
musician, publishes a landmark series of thought experiments. "
Vehicles: Experiments in  Synthetic Psychology, explores the principles of
intelligence by defining a series of successively more complicated creatures.
Aplysia Feeding CPG
• B31/B32 is a bistable autaptic motor neuron
• Triggered by B63
• Reset by B64
B31/32B63
Protraction Group
Retraction group
Protraction

Muscle
B64
subset of CPG
Bistable

Autapse
stimulus, s
stimulus, -s
a
x y
• Neuron synapses onto itself
• Recurrent excitation
• Saturating activation function
• No fine tuning of gain required
• Extrinsic ‘reset’
• tr=5, a=1, bias=0.5
Multivibrator /

Astable

• Matsuoka oscillator
• Lateral inhibition
• Adaptation
• tr=1, ta=12, s=2.9, b=5, bias=0
x1,v1 x2,v2
s s
Monostable
Autapse stimulus, s
a
x, v y
v
b
• Uses adaptation
• Intrinsic ‘reset’
• small bias prevents random triggering
• tr=3, ta=20, bias=0, a=1.7, b=1
• Whiskers trigger monostable
• monostable drives sustained reverse

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Autaptic Circuits for Neural Vehicles

  • 1. Autaptic Circuits for Neural Vehicles @SteveBattle blog.stevebattle.me Sysemia Ltd #AISB50
  • 2. Brains and Embodiment Turing, Intelligent Machinery 1948 Grey Walter, The Living Brain 1953
  • 3. Neural Vehicles 1984 - Valentino Valentino Braitenberg, cyberneticist, neuro-anatomist and musician, publishes a landmark series of thought experiments. " Vehicles: Experiments in  Synthetic Psychology, explores the principles of intelligence by defining a series of successively more complicated creatures.
  • 4. Aplysia Feeding CPG • B31/B32 is a bistable autaptic motor neuron • Triggered by B63 • Reset by B64 B31/32B63 Protraction Group Retraction group Protraction
 Muscle B64 subset of CPG
  • 5. Bistable Autapse stimulus, s stimulus, -s a x y • Neuron synapses onto itself • Recurrent excitation • Saturating activation function • No fine tuning of gain required • Extrinsic ‘reset’ • tr=5, a=1, bias=0.5
  • 6. Multivibrator /
 Astable • Matsuoka oscillator • Lateral inhibition • Adaptation • tr=1, ta=12, s=2.9, b=5, bias=0 x1,v1 x2,v2 s s
  • 7. Monostable Autapse stimulus, s a x, v y v b • Uses adaptation • Intrinsic ‘reset’ • small bias prevents random triggering • tr=3, ta=20, bias=0, a=1.7, b=1
  • 8. • Whiskers trigger monostable • monostable drives sustained reverse