+ All Categories
Home > Documents > The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only...

The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only...

Date post: 25-Feb-2016
Category:
Upload: phoebe
View: 29 times
Download: 0 times
Share this document with a friend
Description:
The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”. Stimulus. A Typical Visual Physiology Setup. Several communicating machines, custom software. Months of development and debugging…. Goal. - PowerPoint PPT Presentation
Popular Tags:
30
The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”
Transcript
Page 1: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

The Physiologist’s FriendChip A product of the Institute of Neuroinformatics

“The only FriendChip you’ll ever need”

Page 2: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”
Page 3: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

A Typical Visual Physiology Setup

Several communicating machines, custom software.Months of development and debugging…

Stimulus

Page 4: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

GoalTo make a practical chip that acts as a substitute animal for experiment design or demonstration.

• It should provide spiking neurons from retina and early visual cortex.

• It should be plug and play: •battery power

•no computer

•no knobs.

Page 5: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Chip + LensChip + Lens

BNC connectorBNC connector

Volume Volume controlcontrol

Onboard speakerOnboard speaker

Output selectorOutput selector

External External speaker jackspeaker jack

Page 6: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Chip schematic

Photoreceptors

Horizontal/Bipolar

GanglionSynapses

Photodiodes

Bias generator

34

1

25

6

7

8On Off

Excitatory

Inhibitory

Average

Brighter thanaverage

Darker thanaverage

Simplecells

Page 7: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Layout

Photoreceptors

Bipolar/Horizontal cellsGanglion & Simple cells

Synapses

Photodiodes

2.2mm

Biases

Page 8: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Photoreceptor layer

Page 9: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Photoreceptor has low DC gain, high transient gain

Page 10: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Adaptive Photoreceptor Circuit

Page 11: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Vp

Vfb

Iphoto log I

VVp

Vfb

-UT/e-fold

Page 12: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

log I

VVp

Vfb Vout

Ib

Vp

Vout transient

Vfb

In steady state (DC)

V=0

TUC

CC

1

21 C2

C1

Long term history

of brightness

Page 13: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Bipolar and Horizontal Layer

Page 14: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Horizontal cellAverages photoreceptor output

Vavg

Vphoto Vphoto Vphoto Vphoto Vphoto Vphoto Vphoto

Page 15: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Horizontal cell

Using Deweerth’s follower aggegratorVphoto Vphoto Vphoto Vphoto Vphoto Vphoto Vphoto

Vavg

Averages photoreceptor output

Transconductanceamplifiers

Page 16: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Bipolar CellRectifies into ON and OFF currents

Steals center part of diff pair current

Page 17: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Ganglion cell layer

Page 18: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Dendritic Trees of Simple Cells

ExcitatoryInhibitory

Are arranged to make orientation tuned simple cells with push-pull inputs

Page 19: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

PCBChip + LensChip + Lens

BNC connectorBNC connector

Volume Volume controlcontrol

Onboard speakerOnboard speaker

Output selectorOutput selector

External External speaker jackspeaker jack

Page 20: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”
Page 21: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”
Page 22: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”
Page 23: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Spatial RFs of simple cellsMeasured by reverse spike correlation using

random orientation stimuli

Thanks to Matteo Carrandini

Page 24: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Temporal and spatial frequency tunings of a simple cell

Thanks to Matteo Carrandini

Page 25: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Chip design notes

• Chip simulation: 1s real time takes about 10h on P3 866MHz (TSPICE) – Simulations are very stiff numerically

• Cost: Chip ~$220, system ~$360. (dominated by cost of small quantity chip prototypes)

Page 26: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

SpecificationsPower supply 9V battery

9V DC supply (- on inside)

Power consumption External speaker: 2.5mAInternal Speaker: 5 to 20mA

Lens 8mm focal length

Neutral density filter 1 decade filter behind lens temporally lowpass filters signal so chip can be used with monitor input

Tripod mount Standard 1/4” by 20 tripod thread

Page 27: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Quick user guide 1Cell # Cell Type Output type

3 ON ganglion cell Spike4 OFF ganglion cell Spike7 ODD simple cell Spike8 EVEN simple cell Spike5 ODD simple cell Vmem

6 EVEN simple cell Vmem

1 Center Photoreceptor Vmem

2 Side Ganglion cell Vmem

Page 28: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Quick user guide 2

• Things to be careful about:– Watch out for static electricity (ground yourself

before picking up the friendchip). Static can kill the chip!

– Store the friendchip in an anti-static bag– The lens holder is only attached with double

stick tape, it can be pulled off.

Page 29: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

What we plan

Complex cells

Direction selective cells

Production of ~100 systems for no-profit distribution to labs and teachers

(We have orders for about 30)

Page 30: The Physiologist’s FriendChip A product of the Institute of Neuroinformatics “The only FriendChip you’ll ever need”

Recommended