Pinned Repositories
alpaca-lora
Instruct-tune LLaMA on consumer hardware
corrinput
Python codes for simulation using NEST and data analysis in Yim MY, Kumar A, Aertsen A, Rotter S (2014) Impact of correlated inputs to neurons: modeling observations from in vivo intracellular recordings. J Comp Neurosci 37(2): 293-304.
DG_pattern_separation
The NEURON codes were written for the following paper: Yim MY, Hanuschkin A, Wolfart J (2015) Hippocampus 25:297-308 as well as the following book chapter: Hanuschkin A, Yim MY, Wolfart J (2018) Book Chapter in 2nd volume of the Hippocampal Microcircuit. The codes can also be downloaded from ModelDB: https://senselab.med.yale.edu/modeldb/ShowModel.cshtml?model=185355
LIF
Python code for analytical calculation of the firing rate of a LIF neuron receiving Gaussian white noise input in Yim MY, Aertsen A, Rotter S (2013) Impact of intrinsic biophysical diversity on the activity of spiking neurons. Phys Rev E 87: 032710. See Brunel & Hakim (1999) and Siegert (1951) for derivation.
LPFC
The codes were written for the following paper: Yim MY, Cai X & Wang X-J(2019) Transforming the choice outcome to an action plan in monkey lateral prefrontal cortex: a neural circuit model. Neuron 103, 1–13.
multichoose
Python code for listing all combinations of n multichoose k
number_theory
Python codes for number theory and combinatorics
perceptron
Python code for perceptron, linear separability and Cover's function counting theorem
placecellperceptron
The codes were written for the following preprint: Yim MY, Sadun LA, Fiete IR, Taillefumier T. Where can a place cell put its fields? Let us count the ways. bioRxiv doi: 10.1101/2019.12.19.881458. https://www.biorxiv.org/content/10.1101/2019.12.19.881458v1
SVM_weight_constraints
This Python code returns the weights, bias (if any) and margin using more general support-vector machine (SVM) in which weights can be constrained and bias can be discarded.
myyim's Repositories
myyim/placecellperceptron
The codes were written for the following preprint: Yim MY, Sadun LA, Fiete IR, Taillefumier T. Where can a place cell put its fields? Let us count the ways. bioRxiv doi: 10.1101/2019.12.19.881458. https://www.biorxiv.org/content/10.1101/2019.12.19.881458v1
myyim/LIF
Python code for analytical calculation of the firing rate of a LIF neuron receiving Gaussian white noise input in Yim MY, Aertsen A, Rotter S (2013) Impact of intrinsic biophysical diversity on the activity of spiking neurons. Phys Rev E 87: 032710. See Brunel & Hakim (1999) and Siegert (1951) for derivation.
myyim/LPFC
The codes were written for the following paper: Yim MY, Cai X & Wang X-J(2019) Transforming the choice outcome to an action plan in monkey lateral prefrontal cortex: a neural circuit model. Neuron 103, 1–13.
myyim/SVM_weight_constraints
This Python code returns the weights, bias (if any) and margin using more general support-vector machine (SVM) in which weights can be constrained and bias can be discarded.
myyim/corrinput
Python codes for simulation using NEST and data analysis in Yim MY, Kumar A, Aertsen A, Rotter S (2014) Impact of correlated inputs to neurons: modeling observations from in vivo intracellular recordings. J Comp Neurosci 37(2): 293-304.
myyim/DG_pattern_separation
The NEURON codes were written for the following paper: Yim MY, Hanuschkin A, Wolfart J (2015) Hippocampus 25:297-308 as well as the following book chapter: Hanuschkin A, Yim MY, Wolfart J (2018) Book Chapter in 2nd volume of the Hippocampal Microcircuit. The codes can also be downloaded from ModelDB: https://senselab.med.yale.edu/modeldb/ShowModel.cshtml?model=185355
myyim/multichoose
Python code for listing all combinations of n multichoose k
myyim/number_theory
Python codes for number theory and combinatorics
myyim/perceptron
Python code for perceptron, linear separability and Cover's function counting theorem
myyim/alpaca-lora
Instruct-tune LLaMA on consumer hardware
myyim/FaceNet
myyim/gridcell_circular_track
codes for CRCNS projects
myyim/llama
Inference code for LLaMA models
myyim/myyim.github.io
myyim/sentimentanalysis