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2011 DSP IC Lec 6 Folding Part I
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Transcript of 2011 DSP IC Lec 6 Folding Part I
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
Folding
Adapted from
Viktor Ouml wall Dept of Electroscience
Lund University Sweden
1
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
Folding is rdquoInverserdquo of Unfolding
2
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 3
Hardware Mapped vs Time multiplexed
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 4
Hardware Mapped vs
Time multiplexedMicrocoded
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5
Folding ndash Time-shared Architecture
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6
Folding example
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7
Control Unit
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
bull Reduce hardware by N-folding
bull Tcomputation increased by N 1048644 Latecy
bull Extremes
ndash Fully parallel
ndash Time multiplexed = 1 unit per algorithmic operation
bull Folding 1048644
ndash extra registers ie extra storage
ndash control unit
ndash latency
8
Folding
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
Folding is rdquoInverserdquo of Unfolding
2
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 3
Hardware Mapped vs Time multiplexed
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 4
Hardware Mapped vs
Time multiplexedMicrocoded
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5
Folding ndash Time-shared Architecture
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6
Folding example
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7
Control Unit
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
bull Reduce hardware by N-folding
bull Tcomputation increased by N 1048644 Latecy
bull Extremes
ndash Fully parallel
ndash Time multiplexed = 1 unit per algorithmic operation
bull Folding 1048644
ndash extra registers ie extra storage
ndash control unit
ndash latency
8
Folding
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 3
Hardware Mapped vs Time multiplexed
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 4
Hardware Mapped vs
Time multiplexedMicrocoded
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5
Folding ndash Time-shared Architecture
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6
Folding example
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7
Control Unit
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
bull Reduce hardware by N-folding
bull Tcomputation increased by N 1048644 Latecy
bull Extremes
ndash Fully parallel
ndash Time multiplexed = 1 unit per algorithmic operation
bull Folding 1048644
ndash extra registers ie extra storage
ndash control unit
ndash latency
8
Folding
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 4
Hardware Mapped vs
Time multiplexedMicrocoded
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5
Folding ndash Time-shared Architecture
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6
Folding example
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7
Control Unit
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
bull Reduce hardware by N-folding
bull Tcomputation increased by N 1048644 Latecy
bull Extremes
ndash Fully parallel
ndash Time multiplexed = 1 unit per algorithmic operation
bull Folding 1048644
ndash extra registers ie extra storage
ndash control unit
ndash latency
8
Folding
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 5
Folding ndash Time-shared Architecture
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6
Folding example
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7
Control Unit
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
bull Reduce hardware by N-folding
bull Tcomputation increased by N 1048644 Latecy
bull Extremes
ndash Fully parallel
ndash Time multiplexed = 1 unit per algorithmic operation
bull Folding 1048644
ndash extra registers ie extra storage
ndash control unit
ndash latency
8
Folding
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 6
Folding example
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7
Control Unit
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
bull Reduce hardware by N-folding
bull Tcomputation increased by N 1048644 Latecy
bull Extremes
ndash Fully parallel
ndash Time multiplexed = 1 unit per algorithmic operation
bull Folding 1048644
ndash extra registers ie extra storage
ndash control unit
ndash latency
8
Folding
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 7
Control Unit
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
bull Reduce hardware by N-folding
bull Tcomputation increased by N 1048644 Latecy
bull Extremes
ndash Fully parallel
ndash Time multiplexed = 1 unit per algorithmic operation
bull Folding 1048644
ndash extra registers ie extra storage
ndash control unit
ndash latency
8
Folding
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits
bull Reduce hardware by N-folding
bull Tcomputation increased by N 1048644 Latecy
bull Extremes
ndash Fully parallel
ndash Time multiplexed = 1 unit per algorithmic operation
bull Folding 1048644
ndash extra registers ie extra storage
ndash control unit
ndash latency
8
Folding
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 9
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 10
Folding Transformation
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 11
Folding Set
A folding set is an ordered set of operations to
be executed on the same functional
Each set contain N entries N=folding factor
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 12
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 13
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 14
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 15
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 16
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 17
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 18
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 19
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 20
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 21
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 22
Folding of Biquad filter N=4
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter
NCKU EE SF Lei Digital Signal Processing Integrated Circuits 23
Folding of Biquad filter