From 804badbb2ba0d3277d9543f55db47d73d615720c Mon Sep 17 00:00:00 2001 From: Amir Khani <99316850+IAmirKhani@users.noreply.github.com> Date: Mon, 31 Aug 2026 15:11:43 +0200 Subject: [PATCH 1/4] paper: revise a sentence for better clarity --- paper/paper.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paper/paper.md b/paper/paper.md index 30044a2..1be752f 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -91,7 +91,7 @@ PyGPLA uses a function-oriented, layered design that separates the main stages o PyGPLA accepts standard NumPy arrays rather than requiring a package-specific data container, facilitating integration with existing electrophysiology workflows. Frequency selection and conversion of raw LFP voltage to an analytic signal are intentionally left upstream because these operations require experiment-specific filtering choices. PyGPLA therefore operates on a frequency-specific complex analytic signal or phase representation and warns when real-valued input is supplied. -Several numerical and interface conventions preserve continuity with the original MATLAB implementation, facilitating validation against the reference implementation and migration of existing GPLA analyses. These include its normalization alternatives, phase convention, reduced-rank whitening methods, and selected legacy parameter names. Optional PCA-based whitening reduces correlations among LFP channels, while an unwhitening operator maps the resulting coupling modes back to the original channel coordinates. Statistical inference is separated from the deterministic decomposition, allowing users to choose between a computationally inexpensive analytical RMT-based decision and more expensive spike-jitter surrogate tests. The core package depends only on NumPy; SciPy is provided as an optional dependency for documented simulation and signal-processing workflows. +Several numerical and interface conventions preserve continuity with the original MATLAB implementation, facilitating validation against the reference implementation and migration of existing GPLA analyses. These include its normalization alternatives, phase convention, reduced-rank whitening methods, and selected legacy parameter names. Optional PCA-based whitening reduces correlations among LFP channels, while an unwhitening operator maps the resulting coupling modes back to the original channel coordinates. Statistical inference is separated from the deterministic decomposition, allowing users to choose between a computationally inexpensive analytical RMT-based decision and more expensive spike-jitter surrogate tests. The core package depends only on NumPy. SciPy is available through the optional sim extra for documented signal-processing workflows, including band-pass filtering and Hilbert-transform construction of analytic LFP signals. ## Research impact statement From d8f703be1e10cb20483ca362175641a3276ee28c Mon Sep 17 00:00:00 2001 From: Amir Khani <99316850+IAmirKhani@users.noreply.github.com> Date: Mon, 31 Aug 2026 15:55:08 +0200 Subject: [PATCH 2/4] paper: upload the updated version of the paper --- paper/paper.pdf | Bin 1144491 -> 1145426 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/paper/paper.pdf b/paper/paper.pdf index c878e88f1140d4a169f61c50a63a8c4c28769f70..dd6e6cfa40ed5525481b68814e4608247d85e438 100644 GIT binary patch delta 32601 zcmX_{QwNC5zy}zbo1}C!nu|7j_S5k6y|5X40%qP7 z?qgF^5to%OsHfi*to6jY)M>nxl|dxARJ0&?AoI<#d#4Mkt}YBTId35M=IvDxYY{!- zluD0fQ&nf|_joT?SDgL^CC(z7zc2R||Er5Dct3NiY!B9p9Hc{p)=K77lPhUGin@re zMi9d|(=H_JPGa~6|DbawuvtA;3ApnjC}!!-6p-OY8Q=}*Tqjw#I2N_%wAgI4m`72?J#v9(w~N7am8&R;?)?|i0o>QV5j$)oQaT;P$>x*mLMpMwl$0v_!~6omd2v>iV>KL8JOvR zZUAMPoG~yqU^14pGiLi${RlC+3i25Q1zc2B4gTb&W}9b_2A2g_AB!dH{d+zNtt5Ob zI@+d4@oZu&UQ`k7Pgt^)p2^2+@2~DpQkuZ;C}O);;RM4)VHFwyy%tWv_3>n-ok zfHcEl$@eR}-&FO2wo)+c&yn4_#LBz&<#)CF@BQN_Ag?E-2@{;KDGiBU;MY1VGY_Ei zdwc7AEQ?L26CC9#C%XHFVhl!UU#CB* zKGE^eFTRh@|Fa1ADWGo!loY%|sK1HE1VIw@>+W==317~zp)x3nmf@S^j*AA5oRc$) zcwM0a*7aOx$XWuV1r(*S0P@*jpFd`BI+q+RJ`Jlc+jR9@j+#4n6;jp7R==J2J*_%^hCy1qNq&Y3cRE+4Xuq3p0uIehLYM5Ui&=U+_QrTX z`o-S`mI`iU#4(S~o#{G0CcZmIfDyTJiu-Xy1om|>haDSB@y%oR)iLeE@$a13dxm*1 z%XQ%&0tWRT{XgmGloU3sWoF>q8O+^Wm0fZf9S=$8>}6*6f}3tqMo4aSTw!L0WKfrC zm;ZVny;vhy!dCaMPI94I2Z#RH*s<9Iu9{*3!7i@COG@~K6PMa9jN%fOXswXD@;0$m zT|L$#rHx4)KuuyVu*B?upe(Nz(Jqc!D~=wg&^BKE-M~|ZBrL>RtTN`W(q${y8ka^O z7a7M9Cf<09lAt1+#49b|N;El#7lfY&lrK(8 zXv)p@@n#A&3D>+v=s4Aux!(=Nb_IR=nOi^d+8SXhj~${{6io%MxgirqWloWMvPtQ0 za{TjsTz}2|N^F&Pak8IQWuSYoBV{YwXsz^%!nQ>)aeQy|7(ekX6~aWyAw zyDYt8NLj6g!{59BMb`Z!Qcsfs5Z~6ZzUneg)FFf=GFcZ~;dRk~+mEhSON7YBuP^qt8w>s= zk|-$294CwkM!Ap3S@2ugB=FC6t>`!ejt@%lz*Q5S6IM4AlZb}^SoK-}X4`QyHk`IL zYqJWjs6qlKpR{!$hy`29s}ZKVS4$$E7u+&L^p0B(A?_2x1?VzJUL#FLiV`!f*5Pp4 zq8;062JN_x==J)ufH&qHUFKG(RbZ}M)RDWpV%FCs?YwXF}i;$!I zEl185UM+#KF`J;q9wPnMOd?Fxbz7{w6-+w|A?+SfT}?j&8&}zzd*`(KGz>E!Z|~sk z02dmjl?S1;@Q$a>nwDDV@XGrowp;Rq~4Ci%7`#sx&Dve{#+XnyQ;XFfJ(n$M2R z#j+xo?8&A;gf6due>3!V*L8PgAtt(-JGtp2kH<~P(Un@oqP@gqWRb)bjginHc-N}Z;K1&Aj= zZ{9mm`)czWRA+(BsWc>uoK3)7SuU+>#qIt}j+8&ImXam_txaN@6Lbzuu>u1@o?gu* z!p+<=&%0-udxUZtI;Ws>J(T>OP`3sa-X74Cmw64EgebHqq5@KbX~Fy{#M|-+UX^@U zXD&NZ-m?!srd5m*@D6YxxoJE-58gm~MIQ(@e2Ur2R72mWwmy~vkjAdD=q99{o@T>C ztHGJB4b(sY6BiOZ ztR(j_a6Kf7@FW)^4S&!z#u(YuWExvcUnjinAZuz-^Bya$aV(6_#*2KtZa#8};v!M` zWKf2{d+llMUUotFd6C7@8vh)5X0g9{o9`2bm)!|a^I>> zU#bC)2)l?O$u&S zA_ZpgGv%Fx_*#~(Sk!W&XXwaT3Xb@hN&^42$;LI5O7_>#P-z4NM%h)Oy%MVN^_B}^ zA08o)U~s-V8tvKMIL6}Q%6n> z{ee95kq(M|v2!y^b#cj42nvHF+y`W@JtWt#)bK`aN`%01GpMY=GnM7z!!rb89!5X` zYY?DRZBtb*!|I4A=$z9mgZ%a22RhWiv?dFMBwq%oM zdG)l20!AtAv$8x1zye&)&U-+ipyOOy(GTyOMFt#Yup6dqDBupFTA~h{j00$=W6~CL zUvA2pX$K7T?r!?M3n0Hiw5{hkJ7o6bqAPQPRYUQtLi;w@C|W^&E{6vERhqGCPG}E6 zN%AvZNn)_e%#e<4>b2Oq*XZI)qqMEuXt5YamuM|W0v$=P&jQ;~a0^=N21DkWq6iYn z-Q-{!lz<|6Lff-&;s7D9NQC-UP*ZE7wO3P&NCXzdMk%D6 z?&r3q)}u?L{OquFCxBDyVDMnXnV!Vm;ANhl0K%|wn5cW@x{ zB_f2airph}#IOqeCwF(7u7K@CvLc1aJ;DAWOj@a5(ExMd+&J!ZUR?A5NeW2gd7ytM zB}x|A@YjXAk*UTpAwwO=Rzc7I#`DA8%+#zDxlkLQ>7QK19Kdaz&~G*2GQsu|l6xtF za(wT`K(Kh*W;Y%DD&f8AG_+1UtbGTu^-ZVt%tBPQTO)PI6lSR5w2|#7car1L?+qF= z+2Q)NzM)Z=xyC9X(S!XHW&y^*Q5W~crr5IWx{%d6j&&M%tDvXZNn=_B(gid^q@8c_ zD1jkle6p8q9AKpcW`rFNd5f;jKK*O|chzXr?m6S#Op~Ch;Lf~^7dd~R8?SGlN@Cw8 z9byQ3lht5$^o$t!wi_*UVZt=mriY7|_Tli-&1U=*!hHa=p8Pznps@l*(N?D%J=Gfa$jQbiyaDtzXbHE@Urz_~hP-9I!4apLS+d_6rVia)0z zF^-H!lGS|T^YKtYvMCcK>rz+NKW6lxvj3c@LyRX!|y zbQHEd&TO*`BY*b(xyr%lPQVv?y26&-I1-V_8=&p=q#e07M|fp#vE6${7oB@d9i`L^ zHK-7Z7eCCN40lp@sUX2hRN;vDm(0}796(&)9r1{pBZ1F6)Q*1#q(94TWCnbW6DGkT z2aq0W3lt;H<$k#|Pq-r&lOi?hQ&pQj88_}P zTbuE*+?sTTwtLdaSL&$OxoLbsn|BKUG4;aowt^QHfAqP^AnTujBjC0MLRVJ8)28Nh ztUe#`uOBGzWT1Fa9}<2>TKM;)1~^y5M`You7YE-5RvWsw52yBdo+!Ks90IP7p&4S| zfk(}f+TcX$iW%yyx6k&_LZE75u@aQ6p6NHpZASGcjCMK!-3-`3NgCQaGFd}! z+}n3hq--~8h<+fkuhE!bPs>)7VqwlJOUS7BZQ!{9j@evF{Gz5q3(=sm0rY7~0mdoX z2=j;!rkQh7vNVx(NQ5)uZday;qh!A;d|K7)OOhZhjf^U!iXnBNQ3t>Kn`DAa-R-fi zj2+`3WvsDcav^nYuF$Q{AH<4Cv^~5irv8#jVYQzVY62z_)%Z$=(AsYW+ge+jha|e}<@et#3mc1kIsvIz2zSC|0icKYz*S2ouxFJN zkOcUt*7!EM#imQHf!frFpq*Nkcs&bh2vm(rj}0hUSOvAkUttoHX2zRU(x;K074vc5xadeC z#q^h1B!fQXV>7QxF$2g2r;Sr-uffPzY>GUGkb8boj*6TDK&Xu?O1PXHLwa}MP&y>E-KS~KrAKyBC{S|?+i_Fg;#8?_o_nWgHDjUyqSRn{UJ{!M%;uu z57yjbfO&}#Kxc>;{XWFU9tIn{u5+pdV-vI&zQJcfU%MCv8ha1~c<7=?P%X*!_tRh5N%)uKPJJoS zR{1zUj_6l-z_#UjAw$=T;ja3A;;zs;B8K%rO)tFvC9x}gnTgjiS5L(RBde(V=K;RB z?($ySE_ce#B&9rjQBhIHA^S?atKPlMA0`PORt#P`yxE%? 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z6kTjwVYUA(CKUfHQ$)CU1o$ERviyQFf-+KEl2SZ8oP1o8+|n|fJd)CKQc`07FBYUf zJSMQ1rG)2$00o|~b1TRfl$~^R@P^O34E1tv3=kJs9S7ufJMbMR1Fb7Z$dVpEO>FP0Df?*NTN`CTorygEcim*DwMITdi z8r^q5bQTpFKTny&k*t zmH6H{w~Ujl6F&8tjjkCn%8L&50q%N~n|_}8n#X(X&JjiiZagj|E~N8=rc}y##Lv_4 zH80=s*|l5@9-TL3;$I_Za9Qbm-Vi66xMR1{W3zGfmU9hGC49WN$coZW_Gvc!NlDWX zEArlg?Hv}BrQPhxKcat8 z-$Z;Nv2cuZf|a$HwHRl*Kg=G?|5GYaUo}}YS%|>OXy(U@*U+#DDpUU~e9O6+823iS zL3*%}v=b&5)P>6hObMn;B9t{fG$uXebGR=#4Sbf@nNckexKf2{CP3M<8z|8GVVA6D z_fybV@b7zshxeBY#h3Sidq-mQ`$pxDH=UkOe$2IZL0{T9j~+R99`!Z5B)ymKt*7r{ ze;B3&2>FHe;srg|o;dvVTC^G-J4V`WK3<+;ZTeyES#&YB;+*92@gVOB)BkNZX`!sNCgU%)pN y_o|Gk?9fvIj=Qpn2>)QS>+i9b<8JM6t&?Ay0Y-l?B|0}ZA1@jmovgYX+W!Hfy~;5F From 3b9f4c3433ed9022272a3b2db5ae190ca9637845 Mon Sep 17 00:00:00 2001 From: Amir Khani <99316850+IAmirKhani@users.noreply.github.com> Date: Wed, 2 Sep 2026 14:26:54 +0200 Subject: [PATCH 3/4] paper: revise one sentence --- paper/paper.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/paper/paper.md b/paper/paper.md index 1be752f..0797acb 100644 --- a/paper/paper.md +++ b/paper/paper.md @@ -69,7 +69,7 @@ PyGPLA provides a comprehensive solution for multivariate spike-field coupling a - **LFP input and data preparation:** PyGPLA accepts a user-provided complex analytic LFP signal or a real phase representation in radians. Raw LFP voltage must first be converted upstream to the desired frequency-specific analytic signal, for example through band-pass filtering followed by a Hilbert transform [@chavez2006proper]. PyGPLA then supports temporal and unit selection, optional channel-wise normalization, and optional reduced-rank whitening to decorrelate channels while avoiding noise amplification [@safavi2023uncovering]. - **Coupling-matrix construction:** Assembly of the complex-valued coupling matrix $\widehat{\mathbf{C}}(f) \in \mathbb{C}^{N_c \times N_u}$, where each entry sums the analytic LFP evaluated at all spike times of a given unit. -- **SVD-based decomposition:** Extraction of the generalized phase locking value or gPLV (the leading singular value) and associated LFP and spike spatial vectors, with rotational phase alignment, unwhitening of LFP vectors, and spike-vector rescaling. +- **SVD-based decomposition:** Extraction of the generalized phase-locking value (gPLV; the leading singular value) and the associated LFP and spike spatial vectors, with rotational phase alignment, unwhitening of the LFP vectors, and spike-vector rescaling. - **Statistical testing:** Significance assessment via two complementary approaches: (1) surrogate-based testing using multiple spike-jittering schemes, and (2) an analytical test based on Marchenko–Pastur Random Matrix Theory (RMT) [@anderson2010random; @safavi2021univariate]. - **Simulation tools:** Synthetic data generators for phase-locked and transient-coupling scenarios, supporting reproducibility and method validation. 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