Paper Index

23 篇本地论文

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#	Paper	Year	Route	Stage	一句话
01	Looney et al., 2011	2011	in-ear EEG	early in-ear EEG	In-ear alpha increased after eye closure; temporal/mastoid correlations were strongest.
02	Looney et al., 2012	2012	in-ear EEG	early in-ear EEG	Ear-EEG showed AAR/ASSR/P300 with lower amplitude but usable SNR.
03	Kidmose et al., 2012	2012	ear-EEG	evoked-potential validation	Ear-EEG amplitudes were 10-20 dB lower, but SNR was comparable after averaging.
04	Kidmose et al., 2013	2013	ear-EEG	evoked-potential validation	ASSR was most favorable for ear sites; transient/visual responses were weaker.
05	Mikkelsen et al., 2015	2015	ear-EEG	method characterization	Ear electrodes resembled temporal scalp channels; ASSR SNR was close to TP9/TP10.
06	Bleichner et al., 2015	2015	miniaturized EEG	concealed EEG precursor	Ear HC site captured P300 with lower amplitude but similar effect size windows.
07	Debener et al., 2015	2015	around-the-ear cEEGrid	cEEGrid origin	Stable impedance, alpha in 9/10, P300 around 400 ms, LDA about 70% across sessions.
08	Norton et al., 2015	2015	auricle / soft electronics	auricular BCI hardware	Auricular soft electrodes supported 2-week alpha and high SSVEP spelling accuracy in small tests.
09	Bleichner et al., 2016	2016	around-the-ear cEEGrid	auditory attention validation	cEEGrid median decoding 66% vs cap 70%; vertical long-distance pairs worked best.
10	Mirkovic et al., 2016	2016	around-the-ear cEEGrid	target speaker detection	cEEGrid decoded attended speaker at 69.33% vs cap about 84.8%; spatial placement drove gap.
11	Goverdovsky et al., 2016	2016	in-ear EEG	24/7 in-ear monitoring	Impedance stayed mostly <10 kOhm; ASSR close to mastoid/temporal, SSVEP weaker.
12	Bleichner & Debener, 2017	2017	around-the-ear cEEGrid	transparent EEG review	cEEGrid offers more spatial information than in-ear but less than cap; best as research platform.
13	Pacharra et al., 2017	2017	around-the-ear cEEGrid	visual cognition validation	cEEGrid captured P1/N1, P300, and posterior/temporal ERL; motor LRP was weak.
14	Sterr et al., 2018	2018	behind-the-ear cEEGrid	sleep PSG comparison	Sleep-stage kappa was moderate; 9/13 sleep parameters agreed well.
15	Denk et al., 2018	2018	in-ear and around-ear	hearing-device ERP	cEEGrid SNR exceeded local in-concha; N100/P300 detected to device setting changes.
16	Mikkelsen et al., 2019	2019	around-the-ear EEG	sleep/wake machine learning	Automatic cEEGrid beat actigraphy/manual cEEGrid and approached PSG-derived systems.
17	Reali et al., 2021	2021	OpenBCI + cEEGrid	open-source real-world BCI	Low-cost setup captured Berger alpha, workload frequency effects, and ECG R-waves in 4/5 valid cases.
18	Knierim et al., 2022	2022	OpenBCI + cEEGrid adapter	open hardware	Provides PCB/enclosure/BOM; impedance improved over minutes; bruxism F1=0.73 in held-out session.
19	Holtze et al., 2022	2022	ear-EEG / cEEGrid	continuous-speech AAD	Envelope tracking about 71-72%; individualized non-nested tuning overfit; ISC and entropy added evidence.
20	Knierim et al., 2023	2023	around-the-ear cEEGrid	amplifier benchmarking	OpenBCI can reproduce alpha/workload/P300 after lag/jitter correction; Smarting timing is cleaner.
21	Van Den Broucke et al., 2023	2023	wireless around-the-ear cEEGrid	wireless hardware	16 kHz, low-noise wearable design can record ABR-like waveforms from cEEGrid.
22	Zhu et al., 2024	2024	ear-EEG	multi-speaker AAD	Four-speaker ear-EEG SR reached 41.3% at 60 s; deep ASAD claimed >90% at 1 s.
23	Geirnaert et al., 2025	2025	scalp / around-ear / in-ear EEG	direct modality comparison	60 s accuracy: scalp 83.44%, around-ear 67.22%, in-ear 61.11%; around-ear generalized better.