recurrent_neural

Recurrent neural networks and their variants, including training methods, architectures, and applications in sequence modeling

Name	Categories	Topics	References	Credibility	Title	RelatedNotes	NavigationOrder	Eleventy	TemplateEngineOverride
20260604_pretraining_recurrent_networks_without_recurrence	paper_analysis	memory_mechanism, recurrent_neural_networks, llm, reinforce_learning, neuro_science	mit, supervised_memory_training, backpropagation_through_time	100	Pretraining Recurrent Networks without Recurrence		[object Object]	[object Object]	md
20260618_fixed_point_reasoners_stable_adaptive_deep_looped_transformers	paper_analysis	reasoning, llm, recurrent_neural_networks, memory_mechanism, agent_architecture	tuebingen_ai_center, eth_zurich, liquidai, max_planck_institute	100	Fixed-Point Reasoners: Stable and Adaptive Deep Looped Transformers		[object Object]	[object Object]	md
20260629_carve_content_aware_recurrent_value_efficiency	paper_analysis	memory_mechanism, recurrent_neural_networks, llm, reasoning, linear_attention	carve, deltanet	100	CARVE: Content-Aware Recurrent with Value Efficiency for Chunk-Parallel Linear Attention	Gated DeltaNet-2: Decoupling Erase and Write in Linear Attention	[object Object]	[object Object]	md
20260719_t2mlr_transformer_temporal_middle_layer_recurrence	paper_analysis	reasoning, llm, memory_mechanism, recurrent_neural_networks, reasoning_memory	princeton_university, chain_of_thought, backpropagation_through_time, gsm8k, hotpotqa	100	T²MLR: Transformer with Temporal Middle-Layer Recurrence	searchos_v1_open_domain_information_seeking_agent_collaboration, chain_of_thought_prompting_elicits_reasoning, memory_r1_enhancing_llm_agents_manage_utilize_memories_rl	[object Object]	[object Object]	md