distill domain specic compilation for cognitive models jan vesely raghavendra pradyumna pothukuchi ketaki joshi samyak gupta jonathan d cohen abhishek bhattacharjee yale university usa princeton university usa abstract computational models ...
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...Distill domain specic compilation for cognitive models jan vesely raghavendra pradyumna pothukuchi ketaki joshi samyak gupta jonathan d cohen abhishek bhattacharjee yale university usa princeton abstract computational of cognition enable a better unfortunately developed in python run slowly understanding the human brain and behavior psychiatric as more sophisticated are built to capture neurological illnesses clinical interventions treat advanced processes s inefciency worsens also offer path towards like articial intelligence cog extent that some can take several days or nitive however laborious develop requiring composition many types tasks suffer weeks hindering scientic progress from poor performance they generally designed using dynamic tools pypy pyston high level languages this work we present accelerate but only partially tool cannot optimize complex dependencies while continuing scientists ability because runtime checks needed their exible uses knowledge compile based into dat...