SIGNATURE WORK · RESEARCH PROGRAMMES

Six lines of inquiry. One cumulative programme of knowledge.

This is not a shortlist of papers. It shows what the publications, methods, and field programmes collectively build—and where the evidence still stops.

01

SIGNATURE PROGRAMMES

See the knowledge architecture before entering the record.

Each programme extends across several studies. Open one to inspect its question, evidence, application, and output.

Knowledge architectureSix linked programmes from signal to field and understanding to intervention. The intervention path connects 01, 04 and 05.SIGNAL → FIELDUNDERSTANDING → INTERVENTION01Pre-action neuralreadiness02Psychomotorefficiency03Brain–body regulationunder pressure04EEG neurofeedbackin precision sports05Neurofeedback methodologyand transfer06From research tonational-team practice
FIG. · KNOWLEDGE ARCHITECTURE

Six research programmes positioned from signal to field and from understanding to intervention; lines show how each programme builds on the others.

Conceptual map. Positions indicate relationship, not chronology or relative importance.
  1. STATE · TIMING

    Pre-action neural readiness

    What is already changing before skilled action becomes visible?

    Open the programme
  2. EFFICIENCY · CONTROL

    Psychomotor efficiency

    How does skilled performance become precise without becoming cognitively overloaded?

    Open the programme
  3. PRESSURE · BRAIN–BODY

    Brain–body regulation under pressure

    Why can the same athlete prepare differently when reward, punishment, or evaluation changes?

    Open the programme
  4. TRAINING · PRECISION SPORT

    SMR neurofeedback in precision sports

    Can an athlete learn to regulate a task-relevant neural state before precise action?

    Open the programme
  5. METHOD · TRANSFER

    Neurofeedback methodology and transfer

    When does a changed signal become a usable skill rather than a laboratory effect?

    Open the programme
  6. FIELD · DECISION

    From research to national-team practice

    How can scientific evidence support a real performance decision without losing context?

    Open the programme
02

KNOWLEDGE DOSSIERS

Every output returns to the question it was built to answer.

PEER-REVIEWED EVIDENCE
  1. 01PROBLEM

    The decisive movement is brief, while the preparation that precedes it is distributed across attention, physiology, and cortical organisation.

  2. 02RESEARCH

    Task-specific EEG windows in shooting, archery, golf, and related precision tasks examine how preparation converges before execution.

  3. 03KEY FINDING

    Performance quality is associated with measurable differences in pre-action cortical organisation.

  4. 04APPLICATION

    Define the sporting question and pre-action window before selecting a signal for interpretation or training.

  5. 05OUTPUT

    A task-centred framework for studying the final seconds before precise action.

PEER-REVIEWED EVIDENCE
  1. 01PROBLEM

    Expertise cannot be reduced to ‘less brain activity’. Efficient performance depends on where, when, and how cognitive and motor processes are organised.

  2. 02RESEARCH

    EEG studies compare expertise levels, successful and less-successful outcomes, attentional focus, and cognitive–motor coupling across precision tasks.

  3. 03KEY FINDING

    Skilled performance is associated with task-specific refinement and flexible neural organisation rather than uniformly reduced activation.

  4. 04APPLICATION

    Use efficiency markers to refine a performance question, not to rank athletes from one isolated recording.

  5. 05OUTPUT

    A more precise account of how neural economy and task-relevant control coexist in expertise.

PEER-REVIEWED EVIDENCE
  1. 01PROBLEM

    Visible technique may appear stable even while attention, autonomic regulation, and cortical preparation are being reorganised.

  2. 02RESEARCH

    Integrated EEG, HRV, and behavioural analysis examines pressure as a coordinated psychophysiological condition rather than a single feeling or score.

  3. 03KEY FINDING

    Motivational context is associated with coordinated brain–body changes before performance.

  4. 04APPLICATION

    Interpret pressure through converging signals and the athlete’s task, rather than treating one measure as the decision.

  5. 05OUTPUT

    An integrated model connecting neural, autonomic, and behavioural evidence under motivational stress.

PEER-REVIEWED EVIDENCE · META-ANALYSIS
  1. 01PROBLEM

    A plausible neural target does not automatically become an effective training method; target engagement, instruction, dose, and task relevance all matter.

  2. 02RESEARCH

    SMR neurofeedback studies connect real-time EEG feedback with golf, shooting, visuomotor learning, and controlled sport-performance outcomes.

  3. 03KEY FINDING

    Controlled evidence indicates potential performance benefits, while protocol quality and study design shape confidence in the estimate.

  4. 04APPLICATION

    Individualise the target and instruction, monitor whether the signal is actually trained, and retain the sporting outcome beside it.

  5. 05OUTPUT

    A research-informed intervention line linking SMR regulation with precision-sport learning and performance.

SYSTEMATIC REVIEW · FUNDED RESEARCH IN PROGRESS
  1. 01PROBLEM

    Training can change a displayed signal without showing whether the response remains available after feedback is removed.

  2. 02RESEARCH

    Systematic review, function-specific instruction, dose–response work, and retention testing examine the full chain from target selection to sporting transfer.

  3. 03KEY FINDING

    A changed signal is the beginning; transfer requires testing the response again without the display and inside a meaningful task.

  4. 04APPLICATION

    Design the transfer test before training begins, and report mechanism, instruction, dose, retention, and limitations together.

  5. 05OUTPUT

    A methodological programme for making sport neurofeedback more inspectable, repeatable, and responsible.

INSTITUTIONAL APPLICATION · FUNDED RESEARCH IN PROGRESS
  1. 01PROBLEM

    A laboratory marker becomes useful only when it can be interpreted alongside the athlete, sport, training phase, and coaching question.

  2. 02RESEARCH

    TISS programmes connect EEG, HRV, neurofeedback, precision-sport tasks, and repeated field interpretation within a national sport-science setting.

  3. 03KEY FINDING

    The work establishes an operational route from measurement to interpretation, training, and verification; it does not treat field use as proof of efficacy.

  4. 04APPLICATION

    Bring the signal into a shared decision process, document what changes, and return field observations to the next research cycle.

  5. 05OUTPUT

    SPIN Lab methods, funded programmes, national-team support, and a responsible lab-to-field evidence chain.

SYSTEMATIC REVIEW
Findings across studies
suggests · supports
PEER-REVIEWED EVIDENCE
Study-level finding
finds · is associated with
FUNDED RESEARCH IN PROGRESS
A question under test
examines · tests
INSTITUTIONAL APPLICATION
A method in use
applied · implemented
FIELD CASE
A situated application
applied · explored
ATHLETE REFLECTION
Reported experience
reported · described
MEDIA REPORT
Public account
reported
CONCEPTUAL MODEL
A proposed relationship
proposes · illustrates

Evidence type is not a quality ranking; wording still depends on study design, limitations and consistency of findings.

FIG. 06 · EVIDENCE AND LANGUAGEDifferentiate what research findings, field applications and personal accounts can support.Conceptual reference; not effect sizes, quality scores or a guarantee of benefit.

RESEARCH · APPLICATION · CONVERSATION

Build the next programme from a shared question.

Share the context and the question; then we can define the next step.
Contact Dr. Cheng