Cochlear Implant Atlas
CI Atlas · Speech-Coding Strategies: The Complete Lineage · Module 04

4Continuous Interleaved Sampling: The Pulse That Changed Everything

Continuous Interleaved Sampling (CIS) extracts each band's envelope and uses it to modulate temporally staggered, non-overlapping biphasic pulse trains — so no two electrodes ever fire at once. By eliminating field summation, CIS became the foundation on which nearly every modern strategy is built.

TThe CIS signal chain

The chain is: input to pre-emphasis filter to a bank of band-pass filters to per-band envelope detection (full-wave rectifier plus low-pass filter, cutoff ~200-400 Hz) to nonlinear logarithmic compression to amplitude-modulation of interleaved biphasic pulse trains to non-simultaneous pulses on electrodes EL-1 to EL-n Envelope detection is full-wave rectification followed by a low-pass filter with cutoff typically 200-400 Hz, encompassing voicing fundamental and stop-consonant transitions Pre-emphasis attenuates components below about 1.2 kHz at 6 dB/octave so weak high-frequency consonants can compete with intense low-frequency vowels CIS makes no assumptions about speech production or perception and does not vary stimulation rate between voiced and unvoiced sounds.[1999][2004]

+22Mean CIS spondee gain over CA (64%->86%) [1993]
2941Upper per-channel CIS pulse rate (pps) used by high performers [1993]

CWhy interleaving works

Non-simultaneous interleaved biphasic pulses eliminate the field-summation interaction that limits simultaneous analog strategies CIS was introduced in the landmark Wilson et al. 1991 Nature paper and showed much better speech perception than Compressed Analog Logarithmic compression maps the wide acoustic dynamic range (up to ~100 dB) into the narrow electric dynamic range (~10 dB) and yields near-normal loudness growth An AGC or volume control is needed to shift the ambient acoustic range into the processor's input window.[1991][1999]

The CIS chain — microphone to interleaved pulses

Pre-emphasislift high freqsFilter bankn band-passEnveloperectify + LPFLog compress100→10 dBInterleaved pulsesEL-1…EL-nband envelope → pulse heights

CIS makes no assumption about speech: it simply pre-emphasises, splits the sound into bands, extracts each band's envelope by rectifying and low-pass filtering (cutoff ~200–400 Hz), compresses the wide acoustic range into the narrow electric one, and uses the envelope to set the height of interleaved biphasic pulses. The temporal fine structure inside each band is discarded — only the envelope survives. Schematic.

CRate and the anti-aliasing rule

Stimulation rate per channel usually exceeds 800 pps and is typically about 1000 pps per electrode or higher The pulse rate must exceed about four to five times the envelope low-pass cutoff to avoid aliasing/distortion of the modulation waveforms (a 'four-times' oversampling rule) Between 4 and 22 channels have been used in CIS implementations; the strategy itself does not limit channel number The envelope cutoff is set at 200 Hz or higher so the voice fundamental F0 is represented in the modulation.[2002][1999]

CWhat CIS leaves on the table

CIS delivers only the band envelopes and discards the temporal fine structure within each band CIS presents a fixed set of waveform-derived channels with no explicit spectral-feature or peak selection The drive to extract perceptually important formants and to select spectral maxima motivated feature-extraction and n-of-m strategies CIS remains widely implemented across MED-EL, Advanced Bionics and Cochlear systems with many variations and is the conceptual basis for later strategies.[1991][2006]

Pulse rate vs a 400 Hz envelope — the four-times rule

true envelope (grey)rate / cutoff = 2.3× — aliased & distorted

The envelope low-pass cutoff (here 400 Hz) sets how fast the modulation can change; the pulse rate sets how often it is sampled. To reconstruct the envelope without aliasing, the rate must exceed roughly four to five times the cutoff — which is why per-channel CIS rates usually sit above ~800–1000 pps. A high cutoff paired with a low rate (red) folds the modulation into a distorted, slower waveform the brain cannot use. Schematic.

TInside CIS and its envelope-strategy relatives

CIS delivers brief, charge-balanced pulses to each electrode in a strictly non-overlapping (interleaved) sequence, eliminating the channel interaction that limits simultaneous compressed-analog stimulation (Wilson 1993). The original Ineraid CIS research processors used 5-6 channels versus 4 for the standard CA processor; the change in stimulation paradigm, not channel count, drove the gain (Wilson 1993). Per-channel pulse rate was a free parameter ranging roughly 500-2941 pps; high performers tended to use higher rates (~817-2941 pps) versus ~100 pps in the earliest implants (Wilson 1993). Every subject scored higher, or repeated 100% correct, on every test with CIS, including poor CA performers (e.g., SR10 improved 0%->56% on spondees) (Wilson 1993). Later envelope variants (HDCIS, SAS) and the MED-EL fine-structure family all trace to this interleaved-pulse foundation; HDCIS at high rate scored 27.2% on monosyllables in a separate cohort (Riss 2016).[1993][1991]

TBy the numbers

The Interleaving Breakthrough: CIS Gain Over Compressed Analog by Test

010203040CIS minus CA (percentage points)SpondeesCID sentencesSPINNU-6 words
Open-set speech testNU-6 wordsCIS improvement over CA20 pp

Replacing simultaneous analog stimulation with brief, non-overlapping (interleaved) pulses removed channel interaction and produced significant gains on every test for every subject in the Wilson cohort. The largest relative jump came on SPIN sentences (+37 pp, p<0.001). One poor CA performer (SR10) went from 0% to 56% on spondees. Verified percentage-point gains from Wilson 1993.

FHear it

Hear a cochlear implant — original vs 4-channel processed

250759230570004 channels · noise

This is the core idea made audible. The chosen sound is split into 4 frequency bands; each band's envelope is extracted and re-imposed on a band of noise — just as a cochlear implant drives 4 electrodes. With one or two channels speech blurs; by 4–8 it becomes intelligible; more brings diminishing returns — the same plateau the charts show. Try the real sentence, or load your own clip (a WAV/MP3) to vocode actual speech. The bundled sentence is a synthesised text-to-speech sample (two standard Harvard sentences). Synthesised/processed live in your browser; raise the volume gently.

Hear what the envelope keeps — and what it loses

The original vowel phrase carries fast temporal fine structure — the harmonics that give it a clear pitch and identity. Reduce it to a single broadband envelope and you hear what one channel transmits: rhythm and loudness survive, but the vowels and pitch collapse into a wash. An 8-channel vocoder restores the place pattern across bands and the words re-emerge — yet the within-band fine structure is still discarded, which is exactly the gap fine-structure strategies (FSP, FS4) set out to fill. Synthesised in your browser.

Case 14.4 · Continuous Interleaved Sampling
An audiology student programs a research CIS map with a 400 Hz envelope low-pass cutoff but only a 250 pps stimulation rate per channel, then is puzzled that the voice pitch sounds distorted.

What is the engineering problem with this configuration?

Self-assessment — Module 42 questions
Question 1

How does CIS eliminate the principal channel-interaction problem of Compressed Analog?

Question 2

What does CIS deliberately discard within each frequency band?

Tracked locally in your browser — see /progress for the dashboard.