Certified EKG Technician (CET) • EKG Analysis and Interpretation

Pacemaker Recognition — Recognize pacemaker spikes and capture patterns

Learn to identify pacemaker artifacts on EKG tracings and evaluate whether the device is sensing and capturing appropriately.

A heart scan with an electrical waveform and pulsing heart.
Inside this lesson 10 sections 5 questions 8 figures

SECTION 1

Historical Context & Motivation

The heart depends on a precisely coordinated electrical conduction system to generate effective mechanical contractions. When disease, aging, or surgical trauma disrupts this system, patients may experience life-threatening bradycardia, heart block, or asystole. The artificial cardiac pacemaker was developed to deliver precisely timed electrical impulses that restore a viable heart rhythm when the native conduction system fails. For the EKG technician, the ability to recognize pacemaker activity on a tracing is essential: you must distinguish device-generated impulses from intrinsic cardiac activity and determine whether the pacemaker is functioning correctly. Understanding the evolution of pacemaker technology provides critical context for interpreting the variety of pacing patterns seen in modern clinical practice.

1932 • Hyman's External Pacemaker

Albert Hyman built a hand-cranked device that delivered electrical impulses to the right atrium, coining the term "artificial pacemaker." Although cumbersome and limited to bedside use, Hyman's work demonstrated that the heart could be electrically stimulated to contract.

1958 • First Implantable Pacemaker

Åke Senning and Rune Elmqvist implanted the first fully internal pacemaker at the Karolinska Institute in Stockholm. The device, encased in epoxy resin, lasted only three hours before failing, but it inaugurated the era of implantable cardiac rhythm devices.

1969 • Demand Pacing Introduced

Engineers developed sensing circuits that allowed pacemakers to detect intrinsic cardiac activity and withhold pacing when unnecessary, giving rise to demand-mode pacing. This innovation dramatically reduced the risk of competitive pacing and improved battery longevity.

1981 • Dual-Chamber (DDD) Pacing

Dual-chamber pacemakers capable of sensing and pacing both the atrium and the ventricle became clinically available, preserving the physiological AV synchrony that single-chamber devices could not maintain.

2016 • Leadless Pacemakers

The FDA approved the Medtronic Micra, a self-contained pacemaker delivered via catheter directly into the right ventricle. Leadless devices produce pacing spikes that may appear smaller on the EKG, creating new recognition challenges for technicians.

With millions of patients worldwide now relying on implanted pacemakers, the EKG technician encounters paced rhythms regularly. The central question this lesson addresses is straightforward yet clinically vital: How do you identify the electrical signature of a pacemaker on the EKG, and how do you determine whether the device is sensing and capturing appropriately?

SECTION 2

Core Principles & Definitions

Before analyzing paced rhythms, you must internalize several foundational concepts. A pacemaker is fundamentally a pulse generator connected by one or more leads to specific cardiac chambers. Its output appears on the EKG as a brief, narrow deflection called a pacemaker spike (also referred to as a pacing artifact). This spike represents the moment the device discharges its electrical pulse into the myocardium. The relationship between the spike and the cardiac waveform that follows it defines whether the pacemaker is successfully depolarizing the target tissue, a phenomenon known as capture. Equally important is the device's ability to detect the patient's own electrical activity, termed sensing, which prevents unnecessary or dangerously timed stimulation.

1

Pacemaker Spike

A narrow, vertical deflection (typically 2–20 ms in duration) on the EKG that represents the electrical discharge from the pulse generator. Spikes may appear before P waves (atrial pacing), before QRS complexes (ventricular pacing), or both (dual-chamber pacing).
2

Capture

Successful depolarization of the target chamber following a pacemaker spike. Atrial capture produces a P wave after the spike; ventricular capture produces a wide, bizarre QRS complex. Loss of capture means the spike fires but no depolarization follows.
3

Sensing

The pacemaker's ability to detect intrinsic electrical activity. Proper sensing allows the device to inhibit its output when the heart generates its own impulse. Failure to sense (undersensing) causes inappropriate spike delivery; oversensing causes inappropriate inhibition.
4

Pacing Mode (NBG Code)

A standardized three-to-five letter code describing pacemaker function. The first letter indicates the chamber paced (A, V, D), the second the chamber sensed, the third the response to sensing (I = inhibit, T = trigger, D = both). Common modes include VVI, AAI, and DDD.
5

Escape Interval

The programmed time interval the pacemaker waits after the last sensed or paced event before delivering its next impulse. This interval determines the minimum pacing rate. For example, an escape interval of 1000 ms corresponds to a minimum rate of 60 beats per minute.
✦

KEY TAKEAWAY

Think of a pacemaker as a backup drummer in a band. When the lead drummer (the SA node) keeps a steady beat, the backup sits quietly and listens — that is sensing. If the lead drummer misses a beat or slows down too much, the backup strikes the drum — that is pacing. When the backup's strike actually produces the intended sound, that is capture. The EKG technician's job is to confirm that this backup system is listening, firing when needed, and producing real drumbeats — not just clicking its sticks in the air.

SECTION 3

Visual Explanation — Pacemaker Spikes on the EKG

The following diagram illustrates the three main pacing configurations you will encounter: atrial pacing, ventricular pacing, and dual-chamber (AV sequential) pacing. Each tracing shows the pacemaker spike as a sharp vertical line and the resulting cardiac waveform that indicates capture. Note how the morphology of the paced complex differs from the intrinsic waveform: ventricular-paced beats produce wide, bizarre QRS complexes because the impulse originates from the lead tip in the right ventricle and spreads cell-to-cell rather than through the normal His-Purkinje system.

Pacemaker Spike and Capture PatternsATRIAL (AAI)spikeSpike → P wave → normal narrow QRS (capture via native conduction)VENTRICULAR (VVI)spikeSpike → wide QRS (≥ 0.12 s) with LBBB-like morphology (RV apex pacing)DUAL (DDD)AVA-spike → P wave → V-spike → wide QRS (AV interval preserved)Atrial spikeVentricular spikeResulting waveform
Three pacing configurations shown on simulated EKG tracings. Top: atrial pacing (AAI) with spike before each P wave and a normal narrow QRS. Middle: ventricular pacing (VVI) with spike before each wide QRS. Bottom: dual-chamber (DDD) pacing with an atrial spike (cyan) followed by a P wave, then a ventricular spike (pink) followed by a wide QRS.

In the atrial tracing (top row), each narrow spike is immediately followed by a P wave, confirming atrial capture. The QRS complex that follows is narrow because ventricular depolarization proceeds through the intact His-Purkinje system. In the ventricular tracing (middle row), the spike precedes a wide QRS complex (≥ 0.12 seconds) that typically exhibits a left bundle branch block morphology because the pacing lead is positioned at the right ventricular apex. In the dual-chamber tracing (bottom row), two spikes appear for each cardiac cycle — the first producing a P wave (atrial capture) and the second producing a wide QRS (ventricular capture), with a programmed AV interval between them that mimics the native PR interval.

SECTION 4

How Pacemakers Work — Sensing, Pacing, and Rate Calculation

Although pacemaker recognition is primarily a pattern-recognition skill rather than a mathematical exercise, several quantitative relationships are essential for the EKG technician. The most important is the relationship between the pacing interval (the distance between consecutive pacing spikes) and the pacing rate. Understanding this relationship allows you to verify whether the device is pacing at its programmed rate. Additionally, in dual-chamber systems, you must evaluate the AV interval — the time between the atrial spike and the ventricular spike — which is analogous to the PR interval in intrinsic rhythm.

PACING RATE FROM INTERVAL

PacingRate(bpm)=60,000÷PacingInterval(ms)Pacing Rate (bpm) = 60,000 ÷ Pacing Interval (ms)

Where the pacing interval is measured in milliseconds between consecutive spikes (or spike-to-spike). At standard paper speed (25 mm/s), each small box = 40 ms and each large box = 200 ms. For example, if the spike-to-spike distance measures 5 large boxes (1000 ms), the pacing rate = 60,000 ÷ 1000 = 60 bpm.

LARGE-BOX SHORTCUT

PacingRate(bpm)=300÷NumberofLargeBoxesbetweenSpikesPacing Rate (bpm) = 300 ÷ Number of Large Boxes between Spikes

This shortcut works because 300 large boxes span exactly 60 seconds at 25 mm/s paper speed. If spikes are separated by 4 large boxes: 300 ÷ 4 = 75 bpm. This is the same method used for calculating intrinsic heart rates from regular rhythms.

AV INTERVAL

AVInterval(ms)=(NumberofSmallBoxesfromA−spiketoV−spike)×40msAV Interval (ms) = (Number of Small Boxes from A-spike to V-spike) × 40 ms

In DDD pacing, the AV interval is the programmed delay between the atrial stimulus and the ventricular stimulus, typically set between 120–250 ms (3–6.25 small boxes). If the measured AV interval is significantly different from the programmed value, a device malfunction or fusion phenomenon may be occurring.

💡

Clinical Tip

When measuring pacing intervals, use calipers if available. Consistent spike-to-spike intervals confirm regular pacing. If intervals vary, the pacemaker may be operating in a rate-responsive mode (adjusting rate based on patient activity) or there may be intermittent sensing of intrinsic beats that reset the escape interval.

SECTION 5

Pacemaker Malfunctions — Failure to Pace, Capture, and Sense

Recognizing normal pacemaker function is only half the equation; the CET must also identify the three cardinal types of pacemaker malfunction. Each malfunction has a distinct EKG signature that can guide the clinical team toward rapid intervention. The three malfunctions are failure to pace (no spike appears when expected), failure to capture (spike appears but no depolarization follows), and failure to sense (the device does not detect intrinsic activity and fires inappropriately).

Pacemaker Malfunctions on EKGNORMAL FUNCTIONSpike + wide QRS ✓FAILURE TO PACENo spike!Long pause, no outputFAILURE TO CAPTURESpike, no QRS!Intermittent captureFAILURE TO SENSEintrinsicspike in T wave!Spikes at fixed rate⚠ Undersensing danger:A paced spike falling on the T wave (vulnerable period) can trigger ventricular tachycardia or fibrillation — the "R-on-T" phenomenon.
Comparison of normal ventricular pacing (top) versus the three types of malfunction. Failure to pace: expected spike is absent, producing a pause. Failure to capture: spike appears but is not followed by a QRS. Failure to sense (undersensing): spikes fire at a fixed rate regardless of intrinsic beats, creating a dangerous competitive pacing pattern.
MalfunctionEKG FindingCommon Causes
Failure to PaceNo spike appears when expected; prolonged pause or escape rhythm may followBattery depletion, lead fracture, lead disconnection, pulse generator malfunction, oversensing (device inhibited by artifact)
Failure to CaptureSpike is visible but not followed by the expected P wave (atrial) or wide QRS (ventricular)Lead dislodgement, elevated capture threshold (fibrosis, ischemia, electrolyte imbalance), output set too low, lead insulation break
Failure to Sense (Undersensing)Spikes appear at a fixed rate regardless of intrinsic activity; spikes may fall on T waves or within QRS complexesLead dislodgement, sensitivity threshold set too high, low intrinsic signal amplitude, magnet application (resets to asynchronous mode)

Summary of the Three Cardinal Pacemaker Malfunctions

⚠

Oversensing vs. Undersensing

While undersensing causes the pacemaker to fire when it should not, oversensing causes it to withhold pacing when it should fire. The device misinterprets myopotentials, electromagnetic interference, or T waves as native QRS complexes and inhibits its output. The result on EKG appears similar to failure to pace — no spike when expected — but the underlying mechanism is a sensing error rather than a hardware failure.

SECTION 6

Worked Example — Analyzing a Paced EKG Strip

Consider the following clinical scenario: A 76-year-old patient with a DDD pacemaker presents for a routine EKG. On the tracing, you observe two narrow vertical deflections before each QRS complex, and the QRS complexes are wide. You need to systematically evaluate the tracing for proper pacemaker function.

Systematic Paced EKG Analysis

  1. 1

    Step 1 — Identify Pacemaker Spikes

    Scan the tracing for narrow, vertical deflections that do not correspond to normal waveform morphology. In this strip, you identify two spikes before each QRS complex. The first spike is smaller and the second is slightly larger. Count the spikes per cardiac cycle: two spikes per cycle indicate dual-chamber (DDD) pacing.
    Pacing mode identified: DDD (dual-chamber pacing)
  2. 2

    Step 2 — Evaluate Atrial Capture

    Examine the waveform immediately following the first spike. A small, positive deflection consistent with a P wave is visible after each atrial spike. This confirms that the atrial lead is delivering sufficient energy to depolarize the atrial myocardium.
    Atrial capture: present ✓
  3. 3

    Step 3 — Evaluate Ventricular Capture

    Examine the waveform following the second spike. A wide QRS complex (measured at 160 ms or 4 small boxes) with a left bundle branch block morphology follows each ventricular spike. Every ventricular spike is followed by a QRS, confirming 100% ventricular capture.
    Ventricular capture: present ✓ (QRS width = 160 ms)
  4. 4

    Step 4 — Measure the AV Interval

    Using calipers or counting small boxes, measure from the atrial spike to the ventricular spike. The distance measures 4 small boxes. AV interval = 4 × 40 ms = 160 ms. This falls within the typical programmed range of 120–250 ms.
    AV interval: 160 ms (within normal programmed range) ✓
  5. 5

    Step 5 — Calculate the Pacing Rate

    Measure the spike-to-spike interval (atrial spike to atrial spike). The distance spans 4.3 large boxes. Using the large-box method: Rate = 300 ÷ 4.3 ≈ 70 bpm. Alternatively, converting to milliseconds: 4.3 × 200 ms = 860 ms per cycle; rate = 60,000 ÷ 860 ≈ 70 bpm. The rate is regular and consistent with a typical lower rate limit setting.
    Pacing rate: ≈ 70 bpm (regular) ✓
  6. 6

    Step 6 — Assess Sensing Function

    In this tracing, every cycle is paced with no intrinsic beats visible, so sensing cannot be directly evaluated from this strip alone. If any native beats were present, you would verify that the pacemaker appropriately inhibited its output when intrinsic activity occurred. The absence of any spikes falling on T waves or within QRS complexes indirectly suggests the device is not undersensing.
    Sensing: cannot be fully assessed (no intrinsic beats); no evidence of malfunction
  7. 7

    Step 7 — Final Interpretation

    Compile your findings into a concise interpretation statement suitable for documentation.
    Interpretation: DDD pacemaker rhythm at 70 bpm with 100% atrial and ventricular capture, AV interval 160 ms, no evidence of sensing or capture malfunction.

SECTION 7

Comparing Pacing Modes and Their EKG Signatures

Different pacing modes produce characteristic patterns on the EKG that the technician must be able to distinguish at a glance. The NBG (NASPE/BPEG Generic) pacemaker code provides a standardized way to describe pacemaker behavior, and understanding this code is essential for interpreting the variety of pacing patterns encountered in clinical practice. The following table compares the most commonly encountered pacing modes, their indications, and the specific EKG features that define each.

ModeSpikes per CycleQRS MorphologyCommon Indication
AAI — Atrial demand1 (before P wave)Narrow (normal conduction through AV node and His-Purkinje)Sick sinus syndrome with intact AV conduction
VVI — Ventricular demand1 (before QRS)Wide (≥ 0.12 s), LBBB morphology if RV apex lead; no consistent P-wave relationshipAtrial fibrillation with slow ventricular response; backup pacing
DDD — Dual-chamber0, 1, or 2 (depends on which chambers require pacing at any given moment)Wide when ventricle is paced; narrow if intrinsic AV conduction intactComplete heart block; sinus node dysfunction with impaired AV conduction
VOO / AOO / DOO — AsynchronousSpikes at fixed rate regardless of intrinsic activityVaries; may see fusion/pseudofusion beatsMagnet application (temporarily converts any demand pacer to asynchronous); EMI environment

Common Pacing Modes and Their EKG Features

✦

KEY TAKEAWAY

A DDD pacemaker is the most versatile but also the most complex to interpret because it can produce four different EKG appearances depending on which chambers need help at any moment: (1) A-spike + V-spike (both chambers paced), (2) A-spike only (atrial pacing with intrinsic AV conduction), (3) V-spike only (intrinsic atrial activity tracked and ventricle paced), or (4) no spikes at all (both chambers conducting intrinsically, pacemaker sensing and inhibiting). Think of the DDD device as a smart thermostat that only heats or cools the rooms that need it, while leaving rooms already at the right temperature alone.

SECTION 8

Fusion Beats, Pseudofusion, and Advanced Pacemaker Concepts

As you develop proficiency in basic pacemaker recognition, you will encounter several advanced phenomena that can complicate interpretation. Two of the most important are fusion beats and pseudofusion beats. A fusion beat occurs when the pacemaker spike and an intrinsic impulse simultaneously depolarize the ventricle, producing a QRS complex whose morphology is intermediate between the fully paced and fully native waveform. A pseudofusion beat occurs when the pacemaker spike lands on an intrinsic QRS that has already begun — the spike appears superimposed on the QRS but does not contribute to depolarization. Neither phenomenon represents a malfunction; rather, both indicate that the pacemaker and the native conduction system are active at nearly the same time.

FeatureBasic Pacemaker RecognitionAdvanced Concepts
QRS morphologyEither fully paced (wide) or fully native (narrow)Fusion beats show intermediate morphology; pseudofusion shows normal QRS with superimposed spike
Rate behaviorFixed pacing rate or regular escape intervalsRate-responsive modes (VVIR, DDDR) vary rate based on activity sensors; rate may change within a single strip
Device complexitySingle or dual-chamber pacemakersBiventricular (CRT) pacemakers pace both ventricles; ICDs combine pacing with defibrillation capability
Spike visibilityClear vertical spikes on standard EKGBipolar leads produce tiny spikes that may be nearly invisible; digital EKG machines may filter or enhance spikes; leadless pacemakers produce minimal artifact

Basic vs. Advanced Pacemaker Interpretation

As you advance in your career, you will encounter biventricular pacemakers used in cardiac resynchronization therapy (CRT), which pace both the right and left ventricles to improve synchrony in patients with heart failure. The QRS morphology in biventricular pacing often differs from standard RV pacing — it may be narrower or show a different axis because both ventricles are being simultaneously activated. Additionally, implantable cardioverter-defibrillators (ICDs) contain pacing capability and may produce pacing spikes during bradycardia episodes, but they also have the capacity to deliver high-energy shocks for ventricular tachycardia or fibrillation. These advanced devices build upon the same foundational principles of sensing, pacing, and capture that you are learning now.

SECTION 9

Practice Problems

Question 1: CONCEPTUAL

You observe a single narrow vertical spike immediately before each QRS complex on an EKG tracing. The QRS complexes are wide (0.16 seconds) with a left bundle branch block morphology. What type of pacemaker and pacing mode is most likely present, and why does the QRS appear wide?
Show answer
This pattern is consistent with a single-chamber ventricular demand pacemaker operating in VVI mode. A single spike before each QRS indicates that only one chamber is being paced, and the position of the spike immediately before the QRS (rather than before a P wave) identifies it as ventricular pacing. The QRS appears wide because the pacing impulse originates from the lead tip in the right ventricle and spreads cell-to-cell through the myocardium rather than through the rapid His-Purkinje conduction system. This produces a left bundle branch block morphology because the right ventricle depolarizes first and the left ventricle follows, similar to the pattern seen when the left bundle is blocked.

Question 2: BASIC CALCULATION

On a paced EKG strip recorded at standard paper speed (25 mm/s), you measure the distance between two consecutive ventricular pacing spikes as 3.75 large boxes. What is the pacing rate in beats per minute?
Show answer
Using the large-box method: Pacing rate = 300 ÷ number of large boxes = 300 ÷ 3.75 = 80 bpm. Alternatively, convert to milliseconds: 3.75 large boxes × 200 ms/box = 750 ms per interval; Rate = 60,000 ÷ 750 = 80 bpm. Both methods yield the same result. This rate is within the typical lower rate limit range for most pacemakers, which is commonly programmed between 60 and 80 bpm. The regular spacing between spikes confirms the pacemaker is pacing consistently without interruption by sensed intrinsic beats.

Question 3: INTERMEDIATE

A patient's EKG shows a DDD pacemaker rhythm. You note that the first three beats each have two spikes (atrial and ventricular) with wide QRS complexes, but the fourth beat has only one spike (atrial) followed by a narrow QRS complex. Is this a malfunction? Explain your reasoning.
Show answer
This is not a malfunction. In a DDD pacemaker, the device continuously monitors both chambers. The first three beats show full dual-chamber pacing: the device paces the atrium (first spike), waits the programmed AV interval, and then paces the ventricle (second spike), producing a wide QRS. On the fourth beat, the atrial spike fires and produces a P wave, but this time the patient's intrinsic AV conduction is fast enough to depolarize the ventricles through the normal His-Purkinje system before the programmed AV delay expires. The pacemaker senses this native ventricular depolarization and appropriately inhibits its ventricular output, resulting in a narrow QRS without a ventricular spike. This is a normal feature of DDD pacing called atrial pacing with native ventricular conduction, demonstrating that the device's sensing function in the ventricular channel is working correctly.

Question 4: APPLIED

A telemetry monitor alarm sounds. You observe an EKG tracing showing regular pacemaker spikes at a rate of 72 bpm. Most spikes are followed by wide QRS complexes, but two consecutive spikes in the middle of the strip are not followed by any QRS complex. The patient's blood pressure has dropped. What type of malfunction is occurring, what are two possible causes, and what should you document and report?
Show answer
This pattern represents intermittent failure to capture. The pacemaker is firing (spikes are visible) but the electrical stimulus is not successfully depolarizing the ventricular myocardium in those two beats. Two possible causes include lead dislodgement (the lead tip has migrated away from the endocardial surface, reducing energy delivery to the tissue) and elevated capture threshold due to electrolyte imbalance such as hyperkalemia, which raises the amount of energy required to depolarize the myocardium. You should immediately document the time, the number of non-captured beats, the patient's symptoms (hypotension), and the pacing rate. Report the finding to the supervising nurse and physician immediately because consecutive non-captured beats can result in hemodynamic compromise. A 12-lead EKG and stat electrolyte panel should be obtained, and the electrophysiology team should be notified for possible device interrogation and threshold testing.

Question 5: CRITICAL THINKING

A patient with a VVI pacemaker has a magnet placed over the pulse generator during a preoperative evaluation. You observe that the pacing pattern changes: spikes now appear at a regular rate of 65 bpm regardless of the patient's intrinsic rhythm, and you notice a beat where the pacing spike falls near the peak of a T wave. Explain what the magnet does to the pacemaker, why this pattern occurs, what specific danger the T-wave spike poses, and how you would differentiate this magnet-induced pattern from a true undersensing malfunction.
Show answer
Placing a magnet over a pacemaker's pulse generator activates a built-in reed switch that temporarily converts the device from its programmed demand mode (VVI) to an asynchronous mode (VOO). In VOO mode, the pacemaker disables its sensing circuit entirely and delivers pacing spikes at a fixed rate (the magnet rate, which is manufacturer-specific — in this case, 65 bpm) regardless of the patient's intrinsic cardiac activity. This is why spikes appear at a fixed rate without regard to native QRS complexes. The spike falling on the T wave represents the R-on-T phenomenon, which is dangerous because the T wave corresponds to the relative refractory period (vulnerable period) of ventricular repolarization; a stimulus delivered during this window can trigger ventricular tachycardia or ventricular fibrillation. To differentiate magnet-induced asynchronous pacing from true undersensing, you would look at whether a magnet is in place (obvious clinical context), check whether the asynchronous rate matches the known magnet rate for that manufacturer, and compare with previous tracings showing normal demand function. A true undersensing malfunction would persist after the magnet is removed, whereas magnet-mode behavior resolves immediately when the magnet is taken away and normal demand pacing resumes.

SUMMARY

Summary — Pacemaker Recognition

Summary

Recognizing pacemaker activity on the EKG begins with identifying pacemaker spikes — narrow, vertical deflections that represent device output. A single spike before a P wave indicates atrial pacing (AAI) with expected narrow QRS complexes; a single spike before a wide QRS indicates ventricular pacing (VVI); and two spikes per cycle indicate dual-chamber pacing (DDD). Successful capture is confirmed when every spike is followed by the appropriate waveform (P wave for atrial, wide QRS for ventricular), while proper sensing is confirmed when the device inhibits its output in the presence of intrinsic cardiac activity.

The three cardinal malfunctions — failure to pace (no spike when expected), failure to capture (spike present without resulting depolarization), and failure to sense (spikes firing at a fixed rate regardless of intrinsic activity) — each require prompt recognition and reporting. Calculate the pacing rate using the formula 300 ÷ number of large boxes between spikes, and measure the AV interval in DDD systems to verify it falls within the programmed range. Advanced concepts including fusion beats, pseudofusion, and biventricular pacing build on these foundational skills and will be encountered as you progress in your EKG interpretation practice.

Varsity Tutors • Certified EKG Technician (CET) • Pacemaker Recognition — Recognize pacemaker spikes and capture patterns