Jonathan Timcheck

3 papers · 2020–2025 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

EMNLP (1) ICML (1) NeurIPS (1)

Top co-authors

Andreas Wild (1) Steven Abreu (1) Surya Ganguli (1) Alexey Svyatkovskiy (1) Philipp Stratmann (1) Colin Clement (1) Sumit Bam Shrestha (1) Alessandro Pierro (1) Dawn Drain (1) Jonathan Kadmon (1)

Research topics

Deep Learning (3) Architectures (3) Machine Learning (2) Interdisciplinary (1) Natural Language Processing (1) Speech & Audio (1) Application Areas (1) Cognitive Science (1) Core Methods (1) Generation (1) Learning Types (1) Science (1) Synthesis (1)

Keywords

quantization (1) mean field theory (1) neural coding (1) text generation (1) code generation (1) predictive coding (1) spiking networks (1) balanced network (1) language model (1) edge deployment (1) code summarization (1) python code (1) unstructured sparsity (1) audio denoising (1) docstring generation (1) linear recurrent neural network (1) multi-mode translation (1) balanced neural network (1) superclassical scaling (1) synaptic delay (1)

Papers

Accelerating Linear Recurrent Neural Networks for the Edge with Unstructured Sparsity ICML 2025 Predictive coding in balanced neural networks with noise, chaos and delays NeurIPS 2020 PyMT5: multi-mode translation of natural language and Python code with transformers EMNLP 2020