IEEE Circuits and Systems Magazine - Q4 2020 - 33

10 Rec. Channels

VLED

ChR2
Mouse/Rat

ADC/HP/LP

Detection

Compression

Ref

(a)

Closed-Loop

Decision

Closed-Loop
Stimulation

CL Controller
Monitor the
Detected AP
Clusters

Control-State
Machine

CLK
Generator

PWM

Current
Reference

SPI Master
(x5)

CLK

NonOverlapping
Clock

First Order ∆∑

First Order ∆∑

First Order ∆∑

Active Neuron
Counter in
Time Window

(b)

LDO

3/4 VDD

Digital Pre-Subtraction

Digital Pre-Subtraction

Wide-Swing
Current
Mirrors

Stimulation
PWM Generator

Igloo FPGA

Wide-Swing
LED Channel
With Feedback

Opt.
Stimulation

Sorting

Control
Logic

(d)

Z -1

Z -1

2

3

SPI Module

2

2

Z -1

Z -1
+
+ -

+

- +

Ch Sel.

3
2

2 2

1

AP

3 1 3 3
3 3
1

Neuron 3 is Active 4x in Window => Light Pulses
(Configurable for Each Clusters)

1 3

Clusters No.

Sliding Time
Window

...

COMB Stages

M

Integrators
Stages

Decimation Filter

Circuits Duplicated 10x

SPI Communication Buses

Logic Control
Module

Z -1

Z -1
+

Reconstruction

Clock Divider

1 1 1

Circuits Duplicated 10x
∆∑MASH 1-1-1 ADC
Digital Pre-Subtraction
Modules

1/4 VDD
3-Bits BW Selection

Pseudo
Resistor Bank

Gm-C Filter

Programmable
Band-Pass Filter

Optical Stimulation Circuitry

-

+

Low-Noise
Amplifier

0.13 µm SoC

SRAM

Windowing
(~3 ms)

AP Alignment

AP Detection

Dynamic
Requantization

Symmlet-2
Lifting DWT

Control + SPI

Min Distance
to Clusters

Cluster
Assignation

(c)

SRAM

Cluster Merge
and Update

Minimal Distance
Between Clusters

Classification

Control + SPI

Dynamic
Normalization
Sorting Tree

Retained Coefficient Selection

Compression

Control + SPI

Offset
Removal (IIR)

STD
Estimation

Threshold
Computation

AP Detection

0.13-µm Neural DSP

Figure 3. System-level concept of the wireless CL optogenetic headstage using the proposed mixed-signal chip and neural DSP as core modules: (a) The headstage is connected
to the optrode and mounted on the head of the animal, (b) a custom 0.13-µm CMOS mixed-signal chip is used to perform neural recording and optogenetic stimulation in parallel,
(c) the 0.13-µm CMOS Neural DSP has 3 cores for AP detection, compression and classification and (d) the CL algorithm is performed within a low-power FPGA.

4 Stim. Channels (LEDs)

...

Implantable
Module

>>

FOURTH QUARTER 2020 		

IEEE CIRCUITS AND SYSTEMS MAGAZINE	

33



IEEE Circuits and Systems Magazine - Q4 2020

Table of Contents for the Digital Edition of IEEE Circuits and Systems Magazine - Q4 2020

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https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2023Q3
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https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2023Q1
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2022Q4
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2022Q3
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2022Q2
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2022Q1
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2021Q4
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2021q3
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2021q2
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2021q1
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2020q4
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2020q3
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2020q2
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2020q1
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2019q4
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2019q3
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2019q2
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2019q1
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2018q4
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2018q3
https://www.nxtbook.com/nxtbooks/ieee/circuitsandsystems_2018q2
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