NSF BRAID Workshop 2025

Scope

We welcome posters across neuroscience, neuromorphic computing, including (but not limited to):

Computational & theoretical neuroscience: neural dynamics, plasticity, coding, circuit motifs
Algorithms & models: spiking neural networks, dynamical-systems approaches, brain-inspired learning rules
Hardware & devices: analog/mixed-signal neuromorphic circuits, in-memory compute, emerging devices (e.g., RRAM/PCM/FeFET) and CMOS baselines
Architectures & systems: accelerators, co-design across devices↔circuits↔algorithms, edge/embedded applications
Tools & evaluation: datasets, benchmarking, simulators, reproducibility practices

Submission

Abstract: ≤200 words (title, author list, affiliations).
How to submit: email strukov@ece.ucsb.edu
Content guidelines: Brief problem statement, key idea, methods/setup (short), results or expected outcomes; optional link to paper/code/data.

Review & selection

Submissions will be evaluated for relevance, clarity, and potential to stimulate discussion across neuroscience, algorithms, hardware, and systems.

The acceptance decisions will be communicated promptly following the completion of the review process

Contact

Questions: sbezugam@ucsb.edu

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