the brain. brain versus computer (hardware) numbershuman brainvon neumann computer # elements10 10 -...

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The Brain

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Brain versus Computer (information processing) FeaturesHuman BrainVon Neumann computer Data representationanalogdigital Memory localizationdistributedlocalized Controldistributedlocalized Processingparallelsequential Skill acquisitionlearningprogramming No memory management, No hardware/software/data distinction

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Page 1: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections

The Brain

Page 2: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections

Brain versus Computer (hardware)

Numbers Human brain Von Neumann computer

# elements 1010 - 1012 neurons 107 - 108 transistors

# connections / element 104 - 103 10

switching frequency 103 Hz 109 Hz

energy / operation 10-16 Joule 10-6 Joule

power consumption 10 Watt 100 - 500 Watt

reliability of elements low reasonable

reliability of system high reasonable

Page 3: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections

Brain versus Computer (information processing)

Features Human Brain Von Neumann computer

Data representation analog digital

Memory localization distributed localized

Control distributed localized

Processing parallel sequential

Skill acquisition learning programming

No memory management, No hardware/software/data distinction

Page 4: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections

Magnetic Resonance Imaging - MRI (fMRI) scanner

• Enables functional mapping

• Brain Activity mapping• Fiber tracking and

mapping

Page 5: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections

Fiber Tracking

Uncinate Fasciculus

Corpus Callosum& Cingulum

Corona Radiata

Inferior LongitudinalFasciculus

Superior LongitudinalFasciculus

Page 6: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections

EEG• Non Invasive, enables continuous

monitoring. • Epileptic Seizure detection• Brain Computer Interface

Page 7: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections

Animal Hearing Frequencies

Page 9: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections
Page 10: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections

Sonar Applications

Page 11: The Brain. Brain versus Computer (hardware) NumbersHuman brainVon Neumann computer # elements10 10 - 10 12 neurons10 7 - 10 8 transistors # connections

Ultrasound is based on Sonar