Com­piler-aware AI Hard­ware De­sign for Edge De­vices

by Paul Palom­ero Bernardo, Patrick Schmid, Christoph Gerum, and Oliver Bring­mann
In Pro­ceed­ings of the 8th In­ter­na­tional Work­shop on Edge Sys­tems, An­a­lyt­ics and Net­work­ing, pages 31–36. As­so­ci­a­tion for Com­put­ing Ma­chin­ery, 2025.

Key­words: edge com­put­ing, hard­ware ac­cel­er­a­tor, deep learn­ing com­piler

A Hard­ware-as­sisted Ap­proach for Non-in­va­sive and Fine-grained Mem­ory Power Man­age­ment in MCUs

by Michael Kuhn, Patrick Schmid, and Oliver Bring­mann
In 2025 De­sign, Au­toma­tion & Test in Eu­rope Con­fer­ence & Ex­hi­bi­tion (DATE), 2025.

Key­words: Com­puter ar­chi­tec­ture, Em­bed­ded Sys­tems, En­ergy ef­fi­ciency, Low-power elec­tron­ics, Mem­ory ar­chi­tec­ture

GOURD: Ten­soriz­ing Stream­ing Ap­pli­ca­tions to Gen­er­ate Multi-In­stance Com­pute Plat­forms

by Patrick Schmid, Paul Palom­ero Bernardo, Christoph Gerum, and Oliver Bring­mann
In IEEE Trans­ac­tions on Com­puter-Aided De­sign of In­te­grated Cir­cuits and Sys­tems 43(11): 4166-4177, 2024.

Key­words: In­te­grated cir­cuits, Ac­tu­a­tors, De­sign au­toma­tion, Shape, Mem­ory ar­chi­tec­ture, Fo­cus­ing, Edge AI, Hard­ware, Sen­sors, Data or­ches­tra­tion, hard­ware plat­form gen­er­a­tion, mul­ti­di­men­sional data flow, syn­chro­niza­tion

A scal­able risc-v hard­ware plat­form for in­tel­li­gent sen­sor pro­cess­ing

by Paul Palom­ero Bernardo, Patrick Schmid, Oliver Bring­mann, Mo­hammed Iftekhar, Babak Sadiye, Wolf­gang Mueller, An­dreas Koch, Eyck Jentzsch, Axel Sauer, Ingo Feld­ner, and oth­ers
In 2024 De­sign, Au­toma­tion & Test in Eu­rope Con­fer­ence & Ex­hi­bi­tion (DATE), pages 1–5, 2024.

Tem­plate-Based DSP Ac­cel­er­a­tor for Ef­fi­cient Audio Pro­cess­ing in ML ap­pli­ca­tions

Mas­ter’s The­sis

Im­ple­men­ta­tion of a soft­ware con­trolled power man­age­ment con­troller

Mas­ter’s the­sis