Postdoc @tudelft β€’ PhD @PurdueECE β€’ @CBRIC_Center β€’ Neuromorphic Computing β€’ BSc in Electronic Engineering at @UNIoficial πŸ‡΅πŸ‡ͺ

Joined September 2015
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Thrilled to share that I successfully defended my PhD in Electrical & Computer Engineering at @PurdueECE! πŸŽ“πŸ’›πŸ–€πŸš‚ My work explored energy-efficient on-device learning by combining brain-inspired algorithms with hardware co-design. #PhD #BoilerUp #NeuromorphicComputing #EdgeAI
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Congrats to Marco Apolinario on defending his dissertation on energy-efficient neuromorphic edge computing! #purdueECE #EngineeringExcellence
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Thrilled to share that I successfully defended my PhD in Electrical & Computer Engineering at @PurdueECE! πŸŽ“πŸ’›πŸ–€πŸš‚ My work explored energy-efficient on-device learning by combining brain-inspired algorithms with hardware co-design. #PhD #BoilerUp #NeuromorphicComputing #EdgeAI
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Huge thanks to my advisor, my committee, my friends & collaborators at the @NRL_lab, and my incredible mentors. Special gratitude to @Pronabec's GeneraciΓ³n del Bicentenario Fellowship, and above all, to my family, without whom none of this would've been possible.
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Reached 100 citations! A nice reminder that every small step in brain-inspired AI research adds up. Grateful for the mentors and collaborators supporting the journey. πŸ’›πŸ–€πŸš‚ #MySmallStep #BoilerUp #PhDLife
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Marco Paul Apolinario retweeted
Interested in Topological Deep Learning?🍩 20 days is more than enough to participate in the Topological Deep Learning challenge 2025! Details (including prizes) below 🌟 @geometric_intel @UCSBengineering @ucsantabarbara @EPFL @mathildepapillo @gbg1441 @lev_telyatnikov
🚨 20 DAYS LEFT to submit to the Topological Deep Learning Challenge! TopoBench just hit 200 stars 🌟, and we're looking forward to seeing your submissions before the deadline. This year's challenge has multiple ways to contribute and prizes. All details: geometric-intelligence.githu…
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Marco Paul Apolinario retweeted
"Purdue Computer Science is recruiting PhD and MS students for fall 2026β€” and **YES!! WE PAY FOR YOUR STUDIES!!πŸ’Έ** We guarantee full financial support for admitted PhD students for four years! Graduate school is where you take risks, grow through challenges, and start shaping the future of computing. At Purdue Computer Science, you’ll work with world-class researchers tackling some of the biggest problems in technology and society. Check out what we do β€” and maybe next year, you’ll be the one we’re welcoming at Purdue Computer Science, Purdue Science, Purdue University College of Engineering, and Purdue University. Boiler UP! πŸ‘‰ Spread the word, learn more, and apply by December 1, 2025: cs.purdue.edu/graduate/index… "- Prof. Petros Drineas hashtag#PurdueCS hashtag#GradSchool hashtag#PhD hashtag#Masters hashtag#Computing hashtag#Research
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🌺 Aloha from Honolulu! Excited to be at #ICCV2025 πŸŒ΄β˜€οΈ I'll be presenting two works this week: 1️⃣ CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning πŸ“ Exhibit Hall I #63 – Tue, Oct 21 (11:45–1:45 HST) πŸ”—github.com/mapolinario94/COD…
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2️⃣ S-TLLR: STDP-Inspired Temporal Local Learning Rule for Spiking Neural Networks β€” efficient, biologically inspired on-device learning ⚑ πŸ“ NeVi Workshop at Room 303B | Mon 20 Oct 10:35 – 11:55 HST πŸ”— openreview.net/forum?id=CNai…
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Looking forward to meeting new people, sharing ideas, and learning from the amazing #AIResearch community at #ICCV2025! β˜• Proud to represent @PurdueECE & @_LXAI πŸ’› #ContinualLearning #NeuromorphicComputing #SpikingNeuralNetworks #DeepLearning #OnDeviceLearning
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Marco Paul Apolinario retweeted
Announcing the AAAI 2026 Workshop on Neuro for AI & AI for Neuro Uniting researchers in AI, comp neuro, and neuromorphic engineering to explore dialogue between biology and machine learning The call for papers is out. Deadline: October 30 Submission link below πŸ‘‡
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Marco Paul Apolinario retweeted
πŸŒ΄πŸ€– Pack your bags! Only 5 days until ICCV2025 kicks off in paradise! 🌺
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Looking for a neuroscience postdoc opportunity with competitive salary research funds? Apply for PNI's C.V. Starr Fellowship, which offers collaboration, mentorship, and up to 3 years of support! Applications due Oct 10. Learn more πŸ”— pni.princeton.edu/apply/post…
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Marco Paul Apolinario retweeted
Did you know we're running a mentorship program in collaboration with the NeurIPS chairs for the LatinX in AI Workshop? 🀝 Don't miss your chance to be part of this incredible initiative! Mentor: buff.ly/BposoXu Mentee: buff.ly/ZNc20Hv
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Marco Paul Apolinario retweeted
The call for papers for the Latinx in AI workshop at #NeurIPS2025 is now open! πŸš€ We invite you to submit your work. We are also seeking qualified individuals to join our team of reviewers. πŸ“ For complete details visit: buff.ly/1VwF3lk
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Marco Paul Apolinario retweeted
If you are a near-graduation PhD student in computer vision, consider applying to the ICCV 2025 Doctoral Consortium (DC). It is a chance to be mentored by an experienced researcher in the vision community to help you transition to your post-PhD career in academia or industry. It is also an opportunity to share your work with other senior researchers and peers. First time hearing about DC? πŸ€” You still have time to apply! A lot can be done in a single day and you have 10 DAYS. Start now and get your application in before Aug 8 πŸš€ @anna_kukleva_ and I are honored to be your ICCV DC chairs this year and we look forward to your applications! #ICCV2025
Finishing your PhD or just defended? Apply to the #ICCV2025 Doctoral Consortium. Get feedback and mentorship from leading researchers in computer vision.
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25 Jul 2025
To visit and give a talk at Purdue in a week.
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Marco Paul Apolinario retweeted
I have a Post-doc opportunity in my group to work on the NeuroSoC (neurosoc.eu) project, focusing on hardware-aware training methodologies for an Analog In-Memory Computing (AIMC) Multi-Processor System on Chip (SoC). Deadline: 23-Jul-2025 my.corehr.com/pls/coreportal…
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Marco Paul Apolinario retweeted
You're into neuroscience and AI? 🧠 πŸ€– You're working on the mathematics that drives biological and artificial neural networks? We want to hear from you! Submit to NeurReps 2025 at @NeurIPSConf! πŸ“… Deadline: Aug 22 πŸ“„ Two tracks: 9p proceedings & 4p extended abstracts
πŸ“’ Call for Papers: NeurReps 2025 ‼️‼️‼️ 🧠 Submit your research on symmetry, geometry, and topology in artificial and biological neural networks. Two tracks: Proceedings (9 pages) and Extended Abstract (4 pages). Deadline: Aug 22, 2025. neurreps.org/call-for-papers
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Our paper "CODE-CL: Conceptor-Based Gradient Projection for Deep Continual Learning" was accepted at #ICCV2025!πŸ₯³ We propose a method using conceptor to project gradients into pseudo-orthogonal subspaces, reducing forgetting while boosting forward transfer across correlated tasks
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Huge thanks to my co-authors, Sakshi Choudhary and Kaushik Roy! Grateful to the @NRL_lab and the CoCoSys center for their support. πŸš‚πŸ’›πŸ–€ πŸ“„ Preprint: arxiv.org/abs/2411.15235 πŸ’» Code: github.com/mapolinario94/COD… #ContinualLearning #DeepLearning #PhDlife #ICCV2025 #PurdueECE #CODECL
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