{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,15]],"date-time":"2026-08-15T16:33:43Z","timestamp":1786811623308,"version":"build-2736575974"},"reference-count":39,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T00:00:00Z","timestamp":1742860800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T00:00:00Z","timestamp":1742860800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100010002","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100010002","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,3,25]]},"DOI":"10.1109\/nice65350.2025.11065866","type":"proceedings-article","created":{"date-parts":[[2025,7,8]],"date-time":"2025-07-08T13:36:20Z","timestamp":1751981780000},"page":"1-10","source":"Crossref","is-referenced-by-count":3,"title":["OctopuScheduler: On-Chip DNN Scheduling on the SpiNNaker2 Neuromorphic MPSoC"],"prefix":"10.1109","author":[{"given":"Tim","family":"Langer","sequence":"first","affiliation":[{"name":"Chair of Highly-Parallel VLSI Systems and Neuro-Microelectronics,TU Dresden,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Matthias","family":"Jobst","sequence":"additional","affiliation":[{"name":"Chair of Highly-Parallel VLSI Systems and Neuro-Microelectronics,TU Dresden,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chen","family":"Liu","sequence":"additional","affiliation":[{"name":"Chair of Highly-Parallel VLSI Systems and Neuro-Microelectronics,TU Dresden,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Florian","family":"Kelber","sequence":"additional","affiliation":[{"name":"Chair of Highly-Parallel VLSI Systems and Neuro-Microelectronics,TU Dresden,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Bernhard","family":"Vogginger","sequence":"additional","affiliation":[{"name":"Chair of Highly-Parallel VLSI Systems and Neuro-Microelectronics,TU Dresden,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christian","family":"Mayr","sequence":"additional","affiliation":[{"name":"Chair of Highly-Parallel VLSI Systems and Neuro-Microelectronics,TU Dresden,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.3233\/978-1-61499-949-2-277"},{"key":"ref2","article-title":"SpiNNaker2: A Large-Scale Neuromorphic System for Event-Based and Asynchronous Machine Learning","author":"Gonzalez","year":"2024"},{"key":"ref3","article-title":"The spinnaker 2 processing element architecture for hybrid digital neuromorphic computing","author":"H\u00f6ppner","year":"2022"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2023.1223262"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1088\/2634-4386\/abf150"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICFSP59764.2023.10372930"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/AICAS59952.2024.10595870"},{"key":"ref8","article-title":"On-off neuromorphic ising machines using fowler-nordheim annealers","author":"Chen","year":"2024"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3389\/fnins.2018.00840"},{"key":"ref10","article-title":"py-spinnaker2","author":"Vogginger","year":"2024"},{"key":"ref11","volume-title":"microtvm: Tvm on bare-metal","year":"2024"},{"key":"ref12","first-page":"800","article-title":"Tensorflow lite micro: Embedded machine learning for tinyml systems","volume-title":"Proceedings of Machine Learning and Systems","volume":"3","author":"David"},{"key":"ref13","first-page":"265","article-title":"tTensorFlowu: a system for tLarge-Scaleu machine learning","volume-title":"12th USENIX symposium on operating systems design and implementation (OSDI 16)","author":"Abadi"},{"key":"ref14","article-title":"cudnn: Efficient primitives for deep learning","author":"Chetlur","year":"2014"},{"key":"ref15","article-title":"GSPMD: General and Scalable Parallelization for ML Computation Graphs","author":"Xu","year":"2021"},{"key":"ref16","first-page":"559","article-title":"Alpa: Automating inter- and Intra-Operator parallelism for distributed deep learning","volume-title":"16th USENIX Symposium on Operating Systems Design and Implementation (OSDI 22)","author":"Zheng"},{"key":"ref17","first-page":"2058","article-title":"PANCODE: Multilevel Partitioning of Neural Networks for Constrained Internet-of-Things Devices","volume-title":"IEEE Access","volume":"11","author":"Oliveira","year":"2023"},{"key":"ref18","article-title":"Defines: Enabling fast exploration of the depth-first scheduling space for dnn accelerators through analytical modeling","author":"Mei","year":"2024"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/AICAS51828.2021.9458493"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s10766-021-00712-3"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2015.7169169"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3320288.3320300"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3381755.3381778"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3615338.3618127"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/MM.2018.112130359"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1126\/science.1254642"},{"issue":"8","key":"ref27","first-page":"2228","article-title":"Tianjic: A Unified and Scalable Chip Bridging Spike-Based and Continuous Neural Computation","volume-title":"IEEE J. Solid-State Circuits","volume":"55","author":"Deng","year":"2020"},{"key":"ref28","first-page":"615279","article-title":"End-to-End Implementation of Various Hybrid Neural Networks on a Cross-Paradigm Neuromorphic Chip","volume-title":"Front Neurosci","volume":"15","author":"Wang","year":"2021"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ARITH.2018.8464785"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3579990.3580015"},{"key":"ref31","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-031-01766-7","volume-title":"Efficient Processing of Deep Neural Networks","author":"Sze","year":"2020"},{"key":"ref32","first-page":"77","article-title":"Fully Distributed Deep Learning Inference on Resource-Constrained Edge Devices","volume-title":"Embedded Computer Systems: Architectures, Modeling, and Simulation: 19th International Conference, SAMOS 2019, Samos, Greece, July 7\u201311, 2019, Proceedings","author":"Stahl"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref35","article-title":"Smoothquant: accurate and efficient post-training quantization for large language models","volume-title":"Proceedings of the 40th International Conference on Machine Learning","author":"Xiao"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1080\/00401706.1962.10490022"},{"key":"ref37","article-title":"Opt: Open pre-trained transformer language models","author":"Zhang","year":"2022"},{"key":"ref38","article-title":"An image is worth 16x16 words: Transformers for image recognition at scale","volume-title":"International Conference on Learning Representations","author":"Dosovitskiy"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611970739"}],"event":{"name":"2025 Neuro Inspired Computational Elements (NICE)","location":"Heidelberg, Germany","start":{"date-parts":[[2025,3,25]]},"end":{"date-parts":[[2025,3,28]]}},"container-title":["2025 Neuro Inspired Computational Elements (NICE)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11064911\/11064918\/11065866.pdf?arnumber=11065866","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,9]],"date-time":"2025-07-09T21:12:14Z","timestamp":1752095534000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11065866\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,3,25]]},"references-count":39,"URL":"https:\/\/doi.org\/10.1109\/nice65350.2025.11065866","relation":{},"subject":[],"published":{"date-parts":[[2025,3,25]]}}}